diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a655f54ed107a55b244bda09b1de5479fc284ecc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:26.014471+00:00", + "ended_at": "2026-05-19T16:29:29.409281+00:00", + "elapsed_ms": 3394.76, + "returncode": 1, + "prompt_metrics": { + "chars": 27720, + "bytes_utf8": 27720, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60dcef1307cdcd4bd0de6d6013859073cf451c3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:30.413161+00:00", + "ended_at": "2026-05-19T16:29:34.618375+00:00", + "elapsed_ms": 4205.15, + "returncode": 1, + "prompt_metrics": { + "chars": 27720, + "bytes_utf8": 27720, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f45a9a9842712c3aed71206f57f2c3e64b0b52e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=iCitizen, measure_col=dTravtime.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iCitizen", + "measure_col": "dTravtime", + "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": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f45a9a9842712c3aed71206f57f2c3e64b0b52e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=iCitizen, measure_col=dTravtime.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iCitizen", + "measure_col": "dTravtime", + "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": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be18bbd2ea93b9e2664244225f27b5fa46bd007e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-1be2-79c0-89b0-481783af5e68"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c003c81b1f684a4ac37471a612f08ca38e01412e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-1be2-79c0-89b0-481783af5e68"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..715413d5e38a9bd5351220eb74809e91095cd95c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-2d39-7f42-a6b3-d9f8d90eed24"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..65ba5b2ad3096cbd24b9ba988ce9586506676c65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-2d39-7f42-a6b3-d9f8d90eed24"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/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/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/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/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1932f944f0f9522cffb45edc3a3fb16797b89c53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:35.808460+00:00", + "ended_at": "2026-05-19T16:27:39.841414+00:00", + "elapsed_ms": 4032.89, + "returncode": 1, + "prompt_metrics": { + "chars": 27713, + "bytes_utf8": 27713, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2cacd9072048be3bd43e45108d362539cc47b25b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:40.844353+00:00", + "ended_at": "2026-05-19T16:27:43.977590+00:00", + "elapsed_ms": 3133.18, + "returncode": 1, + "prompt_metrics": { + "chars": 27713, + "bytes_utf8": 27713, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99cb9aebb88965f6e629c4694797b4c563b54550 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=iYearwrk, measure_col=iRPOB.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iYearwrk", + "measure_col": "iRPOB", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..99cb9aebb88965f6e629c4694797b4c563b54550 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=iYearwrk, measure_col=iRPOB.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iYearwrk", + "measure_col": "iRPOB", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7e9a1a447cd2154dffec51f1d0c734b072f77fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-6d73-76f2-8582-ded97b6c29cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f13d1dfdf57d0c7ca1d7470047ed1c2332d934a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-6d73-76f2-8582-ded97b6c29cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a41128318987fa1c04269a1f43fa9b9998565eb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-8118-7591-bc74-97621f9395e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c81db610282d77c8440317add082ccb66858fa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-8118-7591-bc74-97621f9395e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/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/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/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/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c79c0a21d08b0dfc459a72875b383ab5e1c838b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:28.785132+00:00", + "ended_at": "2026-05-19T16:20:38.285050+00:00", + "elapsed_ms": 9499.88, + "returncode": 1, + "prompt_metrics": { + "chars": 27872, + "bytes_utf8": 27872, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..01a6f0d59888b7c2eaa266660522f5f6408f0b63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:39.287334+00:00", + "ended_at": "2026-05-19T16:20:42.714118+00:00", + "elapsed_ms": 3426.75, + "returncode": 1, + "prompt_metrics": { + "chars": 27872, + "bytes_utf8": 27872, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c16130d23d6c9617e3173a6346dd7284beeebfeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=iMay75880, condition_col=iTmpabsnt.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMay75880", + "condition_col": "iTmpabsnt", + "condition_value": "0", + "positive_value": "0", + "negative_value": "3", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c16130d23d6c9617e3173a6346dd7284beeebfeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=iMay75880, condition_col=iTmpabsnt.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMay75880", + "condition_col": "iTmpabsnt", + "condition_value": "0", + "positive_value": "0", + "negative_value": "3", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2f91913324bd4a9682e8f2be9ac5cbcba7a09ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-e8e5-75e0-b725-c5c5b2b0b4b9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..728a6aa089ad1c690ed2489841102cdc4756ed8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-e8e5-75e0-b725-c5c5b2b0b4b9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9cbaed200b330ca33bfb4ed93ca710ce025b729 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-121a-7172-bbfe-28339e243022"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..403dd6c121f98a920f58b15ac6fc165a68914fba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-121a-7172-bbfe-28339e243022"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/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/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05684bf85f60e550bca55f7dadee2c9423bdc6db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:36.904978+00:00", + "ended_at": "2026-05-19T16:18:39.685935+00:00", + "elapsed_ms": 2780.92, + "returncode": 1, + "prompt_metrics": { + "chars": 27810, + "bytes_utf8": 27810, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9da7dc6465f9a503136c725db8ba65f51b62a983 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:40.687938+00:00", + "ended_at": "2026-05-19T16:18:43.867282+00:00", + "elapsed_ms": 3179.31, + "returncode": 1, + "prompt_metrics": { + "chars": 27810, + "bytes_utf8": 27810, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c11ce5f05415415cd1d6daf3a906eb54b8782af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome5, measure_col=iSchool.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome5", + "measure_col": "iSchool", + "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": 1.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c11ce5f05415415cd1d6daf3a906eb54b8782af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome5, measure_col=iSchool.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome5", + "measure_col": "iSchool", + "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": 1.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e75c20a48697cbc9a7cc799e466e19333361b4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-33e4-7a81-8288-6961f398cf32"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77d8cbe5885a0fa0c1c4efb8e32e83801f90c799 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-33e4-7a81-8288-6961f398cf32"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbf495f8ba3b4957f810d37145cd701e5af34cf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-42ac-73b3-aa6f-733bae5328e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b7456fde04c7826303483460e404a7bef85164a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-42ac-73b3-aa6f-733bae5328e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..021965a74157f00e24194e9f9a3b4ff06419aff3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:54.472566+00:00", + "ended_at": "2026-05-19T16:12:57.394797+00:00", + "elapsed_ms": 2922.2, + "returncode": 1, + "prompt_metrics": { + "chars": 27929, + "bytes_utf8": 27929, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f7d1f86ca8824fded05d5e2144f1f7bbd6fd504 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:58.396921+00:00", + "ended_at": "2026-05-19T16:13:01.494694+00:00", + "elapsed_ms": 3097.74, + "returncode": 1, + "prompt_metrics": { + "chars": 27929, + "bytes_utf8": 27929, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e534d74353f8f6318df7f21ab4ae1ef793858de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iSubfam2.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iSubfam2", + "predicate_col": "iSex", + "predicate_op": "=", + "predicate_value": "0", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e534d74353f8f6318df7f21ab4ae1ef793858de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iSubfam2.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iSubfam2", + "predicate_col": "iSex", + "predicate_op": "=", + "predicate_value": "0", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b4fab0407effdde12e09afe8f50a9a7e176a193 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-fa70-7190-89d4-29ef97f137a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab6106efd68d448ab2c8bf1278dbe2294f8c332a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-fa70-7190-89d4-29ef97f137a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fc5e3966cf64a7bac0458a6bed84489aec4a2e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-09a4-70f2-af2b-953d530e69ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4be247c0eadadcedd56dd0975ea464ac218aaf39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-09a4-70f2-af2b-953d530e69ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_096effcef7b87b25/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/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05c1d7e5887b8f68aa2a3769ddbb663a7981ed91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:01.642547+00:00", + "ended_at": "2026-05-19T16:10:04.730443+00:00", + "elapsed_ms": 3087.87, + "returncode": 1, + "prompt_metrics": { + "chars": 28044, + "bytes_utf8": 28044, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..deeb6eaafa255991b2ac04f22b346f04c19ff216 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:05.732523+00:00", + "ended_at": "2026-05-19T16:10:09.658589+00:00", + "elapsed_ms": 3926.03, + "returncode": 1, + "prompt_metrics": { + "chars": 28044, + "bytes_utf8": 28044, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5568842c0e9677a574cff322997184772e6f60ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=iMobility, measure_col=iRemplpar.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMobility", + "measure_col": "iRemplpar", + "item_col": "caseid", + "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": 117.76, + "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}, {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/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5568842c0e9677a574cff322997184772e6f60ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=iMobility, measure_col=iRemplpar.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMobility", + "measure_col": "iRemplpar", + "item_col": "caseid", + "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": 117.76, + "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}, {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/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..abf3f1c405f98a58513b11712e1d3938c6900dfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5723-7a21-8d8e-59270bc860e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfed4a607af8ba7275f542fa677dbdb29c9d839b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5723-7a21-8d8e-59270bc860e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..555db8f9e3d2691036d31625216f32fe218e597e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-671f-7942-8d66-c02e9c00dd35"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c22f6a62228e35131429adebfd5d9155a83d6990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-671f-7942-8d66-c02e9c00dd35"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/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/c13/artifacts/v2q_c13_09a7d76dc644b1f7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_09a7d76dc644b1f7/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/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..83996f840ea3a8c2fe8986cac15fb59bc627d8bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:21.574179+00:00", + "ended_at": "2026-05-19T16:20:24.740362+00:00", + "elapsed_ms": 3166.15, + "returncode": 1, + "prompt_metrics": { + "chars": 27879, + "bytes_utf8": 27879, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..218c1b2aada7da432b24961c49f3020cd9ae03d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:25.742482+00:00", + "ended_at": "2026-05-19T16:20:28.624806+00:00", + "elapsed_ms": 2882.3, + "returncode": 1, + "prompt_metrics": { + "chars": 27879, + "bytes_utf8": 27879, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0b7f74863fac458d813ae587aea1d15e1959bb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=iMarital, condition_col=iSubfam2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMarital", + "condition_col": "iSubfam2", + "condition_value": "2", + "positive_value": "0", + "negative_value": "2", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0b7f74863fac458d813ae587aea1d15e1959bb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=iMarital, condition_col=iSubfam2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMarital", + "condition_col": "iSubfam2", + "condition_value": "2", + "positive_value": "0", + "negative_value": "2", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..afd6377fa1e73b28419957e3c546b6910a7cce8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-ccd6-7802-838e-07296272a5d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b26ee224b1b4cc8fbe05f931b55c3ae90646323 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-ccd6-7802-838e-07296272a5d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ccd13b95144239fd048766654d03948fe8ba674 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-dd0a-76e0-a0b1-6617553987b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..70b8a95e415f8012d9e760ad4baa6d349dc3a510 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-dd0a-76e0-a0b1-6617553987b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/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/c13/artifacts/v2q_c13_0abe121b218b92da/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/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/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..213d208fea94f598f9b3d09e6982b4c0846d854b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:42.673555+00:00", + "ended_at": "2026-05-19T16:19:46.566535+00:00", + "elapsed_ms": 3892.94, + "returncode": 1, + "prompt_metrics": { + "chars": 27812, + "bytes_utf8": 27812, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..116b5e96687aedd73f40561d85f2a14632a5c46a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:47.569440+00:00", + "ended_at": "2026-05-19T16:19:52.488119+00:00", + "elapsed_ms": 4918.64, + "returncode": 1, + "prompt_metrics": { + "chars": 27812, + "bytes_utf8": 27812, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5214d4e9b757f40423b78d76dae2c6678c3d44b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIndustry, measure_col=dWeek89.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIndustry", + "measure_col": "dWeek89", + "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": 1.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5214d4e9b757f40423b78d76dae2c6678c3d44b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIndustry, measure_col=dWeek89.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIndustry", + "measure_col": "dWeek89", + "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": 1.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7867df5039e81f1729f54081c5909d8dda6324fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-34ee-7fd0-bc10-ab3afefd870c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ea6c6be15230dad6db3409d85b4be0cf2763965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-34ee-7fd0-bc10-ab3afefd870c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78de0d9cffae24ff79ffabf919b025ca424578b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-47f1-72f0-992a-22416e81c2f6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccfe0c9fa54ed3cfd49a75444b9e3a0df767a1d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-47f1-72f0-992a-22416e81c2f6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/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/c13/artifacts/v2q_c13_0b9f3710b71c2e01/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0b9f3710b71c2e01/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/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02460b4e5d3b7ff1a454615caae8184a4cc60414 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:09.152362+00:00", + "ended_at": "2026-05-19T16:18:17.624933+00:00", + "elapsed_ms": 8472.52, + "returncode": 1, + "prompt_metrics": { + "chars": 27811, + "bytes_utf8": 27811, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bd6ea50e86deca64bba177dd700db051db733b96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:18.627119+00:00", + "ended_at": "2026-05-19T16:18:21.876737+00:00", + "elapsed_ms": 3249.58, + "returncode": 1, + "prompt_metrics": { + "chars": 27811, + "bytes_utf8": 27811, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b75c292d1dd4e16f01ed823af77ef9deb74b4fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome4, measure_col=iRvetserv.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome4", + "measure_col": "iRvetserv", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b75c292d1dd4e16f01ed823af77ef9deb74b4fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome4, measure_col=iRvetserv.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome4", + "measure_col": "iRvetserv", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c78216856695a666dbab469eaaaf68c1a0421cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-c806-7491-b602-086a981a63e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38921e66a89df980521eafcb42764f432d96a660 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-c806-7491-b602-086a981a63e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92b2d735abe99c67d6524e624b9604a3c9afd4a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-ec87-76a1-9a96-c087e9e9859d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1b3d74838d604a41ed92b5a1437f3f95d56df8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-ec87-76a1-9a96-c087e9e9859d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/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/c13/artifacts/v2q_c13_0f5d3f809265b77e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f5d3f809265b77e/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/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5d34720ce70bcf48a06153bcf3a24358ed41070 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:29.391320+00:00", + "ended_at": "2026-05-19T16:21:39.423181+00:00", + "elapsed_ms": 10031.82, + "returncode": 1, + "prompt_metrics": { + "chars": 27882, + "bytes_utf8": 27882, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8895f3efad5ebbc58fbefc2210014bd0a362c193 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:40.425526+00:00", + "ended_at": "2026-05-19T16:21:43.329468+00:00", + "elapsed_ms": 2903.91, + "returncode": 1, + "prompt_metrics": { + "chars": 27882, + "bytes_utf8": 27882, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd821ab2c7931413b4efdd0f4afde98199528ce4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=iMobility, condition_col=dWeek89.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMobility", + "condition_col": "dWeek89", + "condition_value": "1", + "positive_value": "1", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd821ab2c7931413b4efdd0f4afde98199528ce4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=iMobility, condition_col=dWeek89.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMobility", + "condition_col": "dWeek89", + "condition_value": "1", + "positive_value": "1", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b40a32febc42637eaa650c4403227e8bc9f21d7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d5a7-7952-98bb-ae850bddd942"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d63926fd857ba10f7df06faa066d50d6cb385d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d5a7-7952-98bb-ae850bddd942"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b42122ff1a8a18840add2bfe6a726e3fd199aac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-00db-7412-b5f8-6c62f7a02786"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..efc8bed6da8d011b00140b6eacfe28643ba76409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-00db-7412-b5f8-6c62f7a02786"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/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/c13/artifacts/v2q_c13_0f75e91477aefc3e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0f75e91477aefc3e/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/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2303deb4f6fcdd8c81bf370b5d0954012f0fddc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:34.265651+00:00", + "ended_at": "2026-05-19T16:04:39.796430+00:00", + "elapsed_ms": 5530.75, + "returncode": 1, + "prompt_metrics": { + "chars": 27631, + "bytes_utf8": 27631, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f12098ed3b00116d60d15382f7841529f2e16378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:40.798399+00:00", + "ended_at": "2026-05-19T16:04:43.942886+00:00", + "elapsed_ms": 3144.46, + "returncode": 1, + "prompt_metrics": { + "chars": 27631, + "bytes_utf8": 27631, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69b2ea5556ab77ccc9bfba2c34be30110fb439a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=iDisabl1, measure_col=iDisabl1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "iDisabl1", + "measure_col": "iDisabl1", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..69b2ea5556ab77ccc9bfba2c34be30110fb439a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=iDisabl1, measure_col=iDisabl1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "iDisabl1", + "measure_col": "iDisabl1", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5013b96686d51697999b91d9daa8fea74f984f5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-587b-7353-a6cb-4f0fa608b308"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dcdd291b08de72a444840d1d14f4b5b5aa11d01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-587b-7353-a6cb-4f0fa608b308"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d187e043f912af280141bf3cfd58f543c00d7fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-71d6-7f30-a0c0-d613b1b0f6ca"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fa45a4784eaad125e586cd06401a7daa1abe2d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-71d6-7f30-a0c0-d613b1b0f6ca"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/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/c13/artifacts/v2q_c13_15639958ec12a2c3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_15639958ec12a2c3/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/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89904fb539fad18c1c210d7f8c01d0c562ca16da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:08.303520+00:00", + "ended_at": "2026-05-19T16:19:11.265771+00:00", + "elapsed_ms": 2962.22, + "returncode": 1, + "prompt_metrics": { + "chars": 27814, + "bytes_utf8": 27814, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..566d3b32676c34bde32816e94b31662cd4540997 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:12.267887+00:00", + "ended_at": "2026-05-19T16:19:15.390497+00:00", + "elapsed_ms": 3122.58, + "returncode": 1, + "prompt_metrics": { + "chars": 27814, + "bytes_utf8": 27814, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..541c0b24ef994dee0fdcd3c39b2d0d5a462e90c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome7, measure_col=iTmpabsnt.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome7", + "measure_col": "iTmpabsnt", + "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": 1.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..541c0b24ef994dee0fdcd3c39b2d0d5a462e90c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome7, measure_col=iTmpabsnt.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome7", + "measure_col": "iTmpabsnt", + "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": 1.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f30e46cffdb0b3b1d890df0de08833c5ac206c0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ae9b-7bb2-8ff7-54ba7a2804db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c35e2e4137fa7eedad137165f353cb7d3aeff3c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ae9b-7bb2-8ff7-54ba7a2804db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc18d87cdefef2b1e446f0a8c04d87a8e64d702b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-bdff-7db3-bce1-51a58304a74a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..65a241d520c9d2dc039123500c470acca65bcae1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-bdff-7db3-bce1-51a58304a74a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/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/c13/artifacts/v2q_c13_17d65a84d339e777/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_17d65a84d339e777/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/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56cee3eea460b82060af9450d4db6bba80993027 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:17.541861+00:00", + "ended_at": "2026-05-19T16:29:21.062283+00:00", + "elapsed_ms": 3520.37, + "returncode": 1, + "prompt_metrics": { + "chars": 27720, + "bytes_utf8": 27720, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c252535490271de5c4f4e91a34c9f6236660f80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:22.065171+00:00", + "ended_at": "2026-05-19T16:29:25.779598+00:00", + "elapsed_ms": 3714.38, + "returncode": 1, + "prompt_metrics": { + "chars": 27720, + "bytes_utf8": 27720, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04db7bb023a5d9f2b7add3018428fc953eb58288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=iCitizen, measure_col=dTravtime.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iCitizen", + "measure_col": "dTravtime", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..04db7bb023a5d9f2b7add3018428fc953eb58288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=iCitizen, measure_col=dTravtime.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iCitizen", + "measure_col": "dTravtime", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf1e35a0fec380fbbf371007c1a3639c1003ad23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-fac2-7e02-bbbf-6b1c158ab067"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c48d4ab3311793fc2d607114e13e6d7a0d4eecb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-fac2-7e02-bbbf-6b1c158ab067"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a0e1a51ff6a52af6b2e602073e70d62b4b8c32c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-0c88-7650-923e-f242eba5a94e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..770bd63ca7c17003125303bce146443447e7cd32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-0c88-7650-923e-f242eba5a94e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/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/c13/artifacts/v2q_c13_182151e5ece54dad/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_182151e5ece54dad/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/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a786ff59a60e4b5b99bbf82b5a74a1945bb3cebc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:56.035207+00:00", + "ended_at": "2026-05-19T16:02:58.995280+00:00", + "elapsed_ms": 2960.04, + "returncode": 1, + "prompt_metrics": { + "chars": 27629, + "bytes_utf8": 27629, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eae110aa38fe94950e2338cf301dd38e1b48c5f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:59.998921+00:00", + "ended_at": "2026-05-19T16:03:03.740069+00:00", + "elapsed_ms": 3741.11, + "returncode": 1, + "prompt_metrics": { + "chars": 27629, + "bytes_utf8": 27629, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fee0bd628d5966070cc0409da183aa31c5b6690 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=iAvail, measure_col=dAncstry2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "iAvail", + "measure_col": "dAncstry2", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fee0bd628d5966070cc0409da183aa31c5b6690 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=iAvail, measure_col=dAncstry2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "iAvail", + "measure_col": "dAncstry2", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00356802aae7fe0302c4784296fac3a06ccf093a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-d8c2-78e3-8e1f-d6e636fa9256"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8129b47a7a1b337564ace7c186f6623992c6c707 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-d8c2-78e3-8e1f-d6e636fa9256"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ed94384dafc40ad14bb66bd6f33ce6744bdbab6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-e822-7360-93cd-81b69256a2fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e7cadc81e5973f265bb545bf49f10b8843949d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-e822-7360-93cd-81b69256a2fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/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/c13/artifacts/v2q_c13_1a7a3aa28915639d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1a7a3aa28915639d/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/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db050bacbdae86905e8ba0e1afc83a107c033abf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:12.849735+00:00", + "ended_at": "2026-05-19T16:14:15.612962+00:00", + "elapsed_ms": 2763.2, + "returncode": 1, + "prompt_metrics": { + "chars": 28188, + "bytes_utf8": 28188, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ceae36403c0e1f53de26d442ec6433f210dba86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:16.615950+00:00", + "ended_at": "2026-05-19T16:14:19.483259+00:00", + "elapsed_ms": 2867.27, + "returncode": 1, + "prompt_metrics": { + "chars": 28188, + "bytes_utf8": 28188, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ecc1169879e8ad4b0a22de1635d8c3b75b93ba5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=iCitizen, measure_col=iMobillim.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iCitizen", + "measure_col": "iMobillim", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ecc1169879e8ad4b0a22de1635d8c3b75b93ba5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=iCitizen, measure_col=iMobillim.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iCitizen", + "measure_col": "iMobillim", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3214ac769d6ad9a6f87cba71a9d10de8eb0fd34c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2c7e-7853-ba04-7b134e0523e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50e648dea682397d4542bc2c7d221811b2964bc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2c7e-7853-ba04-7b134e0523e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b8b94cb8bbb2e836a3f3b0153fb8d60302deb1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-3b1d-7880-a4d8-4790b2a82ac9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a71a57890a453b16516566b43edb66ff68c2259 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-3b1d-7880-a4d8-4790b2a82ac9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/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/c13/artifacts/v2q_c13_1bf238ddafc12c2c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/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/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a31bff59bb6bd9cecc8ec82df5a20a8df0d1233a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:09.726682+00:00", + "ended_at": "2026-05-19T16:02:14.456084+00:00", + "elapsed_ms": 4729.37, + "returncode": 1, + "prompt_metrics": { + "chars": 27625, + "bytes_utf8": 27625, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..321e8cbdc2508ca9c3a57ffbd37ff90094ec4c02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:15.458781+00:00", + "ended_at": "2026-05-19T16:02:18.572944+00:00", + "elapsed_ms": 3114.13, + "returncode": 1, + "prompt_metrics": { + "chars": 27625, + "bytes_utf8": 27625, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d03e94e434dd780c226f08d7f5b32ea1cad9615 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=dAncstry1, measure_col=dAge.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "dAncstry1", + "measure_col": "dAge", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d03e94e434dd780c226f08d7f5b32ea1cad9615 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=dAncstry1, measure_col=dAge.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "dAncstry1", + "measure_col": "dAge", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48a65061b90bf7bd9f64821ec1b376e81cfbb7b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-23e0-7aa1-90c3-bb54c4dc571e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e73256b5f86e9dbac1f508c846dc446f245c2faf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-23e0-7aa1-90c3-bb54c4dc571e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d03b27ccb433cd661202cd13844ea4b0464e769f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-3a3b-7d41-8edb-4576c7eb4824"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fbe67cbd67b9041f6b2709fd467a0f595b57350 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-3a3b-7d41-8edb-4576c7eb4824"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/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/c13/artifacts/v2q_c13_1d507866e550eb69/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d507866e550eb69/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/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..576b959586522f7e337f2e1af36bf51c45844b04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:29.136944+00:00", + "ended_at": "2026-05-19T16:17:32.643379+00:00", + "elapsed_ms": 3506.39, + "returncode": 1, + "prompt_metrics": { + "chars": 27804, + "bytes_utf8": 27804, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc2a3ee17936148074d7799318645d68b8715901 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:33.646329+00:00", + "ended_at": "2026-05-19T16:17:37.598949+00:00", + "elapsed_ms": 3952.56, + "returncode": 1, + "prompt_metrics": { + "chars": 27804, + "bytes_utf8": 27804, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f19ef03ab01ff9a4729cce8c0875026c4ca8481 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome2, measure_col=iRPOB.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome2", + "measure_col": "iRPOB", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f19ef03ab01ff9a4729cce8c0875026c4ca8481 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome2, measure_col=iRPOB.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome2", + "measure_col": "iRPOB", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..983081f6e67c43eaec4b02b9abb96274900588b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2b9f-7c02-afd8-5565760ab809"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f757b8da5b14f6d9a015c4229cf96c3b1eea4a90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2b9f-7c02-afd8-5565760ab809"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..999854104394e8ab32b21162b8475f7bdbc308d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-3d32-7df1-8bb7-6dac8a6ca10b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb13973e954b7bd56746e655d8fa69f4aa59175b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-3d32-7df1-8bb7-6dac8a6ca10b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/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/c13/artifacts/v2q_c13_286cf12fc1f21182/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_286cf12fc1f21182/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/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b9598af8ef8abbd3abc485431d7c9bbee8c64dda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:38.459281+00:00", + "ended_at": "2026-05-19T16:05:42.137045+00:00", + "elapsed_ms": 3677.73, + "returncode": 1, + "prompt_metrics": { + "chars": 27538, + "bytes_utf8": 27538, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b23459244b1a2b5a78e1bfd0934dc0c7be0c2396 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:43.139320+00:00", + "ended_at": "2026-05-19T16:05:45.998547+00:00", + "elapsed_ms": 2859.18, + "returncode": 1, + "prompt_metrics": { + "chars": 27538, + "bytes_utf8": 27538, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18b6b9241cadbc1fa9f277844030794299da0ebd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +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": "c13", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=dHours.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dHours", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..18b6b9241cadbc1fa9f277844030794299da0ebd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +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": "c13", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=dHours.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dHours", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3adf17be1c4c301263e95f26dbf22a0969308d5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-5311-7f40-b485-0aacd78d85b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45b679ea39156a8db0f32c0d759c484e50372db2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-5311-7f40-b485-0aacd78d85b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d000f1e07758cebf91bab889921521ed45a72268 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-656f-7af2-9200-b4f211139448"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60b5c983cd86df2e1c84aa8013c71163fa013d40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-656f-7af2-9200-b4f211139448"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/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/c13/artifacts/v2q_c13_289e0458d236d814/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_289e0458d236d814/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/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ec97a7dfa7466533cb56682f8ea05502a586a08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:17.099138+00:00", + "ended_at": "2026-05-19T16:25:20.540412+00:00", + "elapsed_ms": 3441.21, + "returncode": 1, + "prompt_metrics": { + "chars": 27621, + "bytes_utf8": 27621, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7898be2f6b345f20c7260c73ad535d925052406f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:21.544617+00:00", + "ended_at": "2026-05-19T16:25:24.678857+00:00", + "elapsed_ms": 3134.18, + "returncode": 1, + "prompt_metrics": { + "chars": 27621, + "bytes_utf8": 27621, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59b71fef38b509c05e4a310737241a9949ce7409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=iSchool.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSchool", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..59b71fef38b509c05e4a310737241a9949ce7409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=iSchool.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSchool", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84566f1b1778b0d9c13f6e7c35ad8ce683f69302 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4f98-7ed0-a83f-0b63aa676d91"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b76f9c303cce2c0ec3e6a6abed34e31f46613dcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4f98-7ed0-a83f-0b63aa676d91"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b32334f5d9d968bd5a596b546ef5afd1ee3712b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-60fd-77f1-a7a1-fed3923093ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d46bd0598671b752fe57a51d9fd8f635db270c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-60fd-77f1-a7a1-fed3923093ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/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/c13/artifacts/v2q_c13_2d2acfd7dcf06991/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2d2acfd7dcf06991/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/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56a60de61c98eb3e7f386b39ba87f4bed151d968 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:53.369750+00:00", + "ended_at": "2026-05-19T16:14:56.346315+00:00", + "elapsed_ms": 2976.53, + "returncode": 1, + "prompt_metrics": { + "chars": 28190, + "bytes_utf8": 28190, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..03c32831007ec60dc02efdbf84d29168fbfcb734 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:57.349452+00:00", + "ended_at": "2026-05-19T16:15:00.098699+00:00", + "elapsed_ms": 2749.21, + "returncode": 1, + "prompt_metrics": { + "chars": 28190, + "bytes_utf8": 28190, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..635f26096022e2e594c4c51d34287bba0da2b0a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=dDepart, measure_col=iPerscare.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dDepart", + "measure_col": "iPerscare", + "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": 1.32, + "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": "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/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..635f26096022e2e594c4c51d34287bba0da2b0a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=dDepart, measure_col=iPerscare.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dDepart", + "measure_col": "iPerscare", + "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": 1.32, + "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": "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/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fe467180826fc3ae3eb65679f92cf2cace6f15f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-cacc-7212-b208-f5b110892275"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a17855b2e30a0a102b496a7c781f41a06658c3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-cacc-7212-b208-f5b110892275"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5dadcd17a9b431e49a58323f8b66599c919f181 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-da58-70f2-aba8-eb4727bfcc9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..63f20764a701e88f43f7cacee233d9479fb5ca3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-da58-70f2-aba8-eb4727bfcc9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/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/c13/artifacts/v2q_c13_35a57201aba0807c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35a57201aba0807c/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/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..127dbfff183c538bbf787d9533d2c88b6daa4983 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:30.847146+00:00", + "ended_at": "2026-05-19T16:19:33.626739+00:00", + "elapsed_ms": 2779.56, + "returncode": 1, + "prompt_metrics": { + "chars": 27811, + "bytes_utf8": 27811, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1070817d62e4a315a5d4c65170c71b296d49f83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:34.629460+00:00", + "ended_at": "2026-05-19T16:19:42.510674+00:00", + "elapsed_ms": 7881.18, + "returncode": 1, + "prompt_metrics": { + "chars": 27811, + "bytes_utf8": 27811, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaf5c165b8c221b2e14bba72787027ed3cdcf4cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=dIndustry, measure_col=dWeek89.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIndustry", + "measure_col": "dWeek89", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaf5c165b8c221b2e14bba72787027ed3cdcf4cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=dIndustry, measure_col=dWeek89.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIndustry", + "measure_col": "dWeek89", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a648f97da7214f5b054227f833c2147aa5212864 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-06bb-7e61-b042-4a3609cb2da3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f141d97de4775c4dddccba76b16fe59f8d2baa88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-06bb-7e61-b042-4a3609cb2da3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a0a2a1ccc0b576c073641fa14883c9910c9ff5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-1564-7d72-8c40-b735e9a2da17"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3c5ca292eb37cf31aafd987b1e0cd834b68e711 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-1564-7d72-8c40-b735e9a2da17"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/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/c13/artifacts/v2q_c13_382cd29ee22a013b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_382cd29ee22a013b/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/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c6f752bafe5316e5fed730d130a590cada664c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:40.645961+00:00", + "ended_at": "2026-05-19T16:16:44.015476+00:00", + "elapsed_ms": 3369.45, + "returncode": 1, + "prompt_metrics": { + "chars": 28189, + "bytes_utf8": 28189, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c9a6f593086774ee20432ff959a74b69aca5449 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:45.018615+00:00", + "ended_at": "2026-05-19T16:16:50.170485+00:00", + "elapsed_ms": 5151.82, + "returncode": 1, + "prompt_metrics": { + "chars": 28189, + "bytes_utf8": 28189, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03fd3aefec69bb635ad9765084d0aeb55c890088 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=dHispanic, measure_col=iRelat1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dHispanic", + "measure_col": "iRelat1", + "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": 5.2, + "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": "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/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..03fd3aefec69bb635ad9765084d0aeb55c890088 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=dHispanic, measure_col=iRelat1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dHispanic", + "measure_col": "iRelat1", + "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": 5.2, + "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": "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/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72316d0319d7587e73b61451b222cda2cca90898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-6e2e-7a51-9f8d-9bee7a7d0b03"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..767e5ced2b90d65859d49faebe058d6312ebceab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-6e2e-7a51-9f8d-9bee7a7d0b03"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07e02bfbf84a3101a22e567911dccd4e6d6ebb37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-7f6e-7d11-9f90-ad969850537d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..edf73d90c13397c913c6d7f71cbfdab54338de56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-7f6e-7d11-9f90-ad969850537d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/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/c13/artifacts/v2q_c13_3841df9237a5c7d9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3841df9237a5c7d9/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/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1159ee644be47be66d44b3de08ee18a2daa4fc7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:41.302752+00:00", + "ended_at": "2026-05-19T16:25:44.752153+00:00", + "elapsed_ms": 3449.34, + "returncode": 1, + "prompt_metrics": { + "chars": 27613, + "bytes_utf8": 27613, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb32d8fcc7d0024bf639cd95a1fd233dea0b252a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:45.755493+00:00", + "ended_at": "2026-05-19T16:25:49.367376+00:00", + "elapsed_ms": 3611.83, + "returncode": 1, + "prompt_metrics": { + "chars": 27613, + "bytes_utf8": 27613, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16ed2a3d5bbe795df51256282e308d3e50a2021a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=iSex.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSex", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..16ed2a3d5bbe795df51256282e308d3e50a2021a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=iSex.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSex", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bf7246a3f311841040e88a9593bbf1c17334f18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-ae2f-7d90-b2ba-64f20385aa55"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fc0d459be78895130143fc5d8dbf3024096c556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-ae2f-7d90-b2ba-64f20385aa55"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..305ac5baa1fabd5cc8c2de03981f5e55a6098827 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-bf79-7001-a3a9-4dc40cfdc5b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dc630b25aa27bfc9761b02b9854c9bcef07f71a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-bf79-7001-a3a9-4dc40cfdc5b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/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/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3d1f1a4ec0a9ad87/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/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0427937908cb7586ded841da4e2a6ac6999d3912 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:11.025945+00:00", + "ended_at": "2026-05-19T16:28:14.800523+00:00", + "elapsed_ms": 3774.52, + "returncode": 1, + "prompt_metrics": { + "chars": 27712, + "bytes_utf8": 27712, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f6200dd9a8444b82b692414014a7f03eeb09fb9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:15.804478+00:00", + "ended_at": "2026-05-19T16:28:19.410461+00:00", + "elapsed_ms": 3605.92, + "returncode": 1, + "prompt_metrics": { + "chars": 27712, + "bytes_utf8": 27712, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6f5d39bcf184be183e1350425d15a2f8ccf88fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=dAge, measure_col=iRvetserv.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAge", + "measure_col": "iRvetserv", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6f5d39bcf184be183e1350425d15a2f8ccf88fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=dAge, measure_col=iRvetserv.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAge", + "measure_col": "iRvetserv", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d86f1313d502e2617b37730953088e406644be5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f704-7472-98f4-9edebdccdb4e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7dd69016071437c3556d4fe79dc808160d54d8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f704-7472-98f4-9edebdccdb4e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf81807261c10a9a2e7d7683a011147b5fa283a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-099d-7e31-95a0-14eb7c574b9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cfc3d814b46a09eb40795c43ef1dfe58bffba91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-099d-7e31-95a0-14eb7c574b9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/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/c13/artifacts/v2q_c13_412b02f29b473b26/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_412b02f29b473b26/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/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a5694b60415ae059a6d7130270c3ada74f1c9e18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:01.232210+00:00", + "ended_at": "2026-05-19T16:29:04.556124+00:00", + "elapsed_ms": 3323.87, + "returncode": 1, + "prompt_metrics": { + "chars": 27712, + "bytes_utf8": 27712, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b989d894c265cd4203b45cb3a535bf2f02fb709a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:05.559103+00:00", + "ended_at": "2026-05-19T16:29:08.861561+00:00", + "elapsed_ms": 3302.4, + "returncode": 1, + "prompt_metrics": { + "chars": 27712, + "bytes_utf8": 27712, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d3edd43827c133b176958738b147eb1c8147fb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=iAvail, measure_col=iTmpabsnt.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iAvail", + "measure_col": "iTmpabsnt", + "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": 2.25, + "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": "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/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d3edd43827c133b176958738b147eb1c8147fb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=iAvail, measure_col=iTmpabsnt.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iAvail", + "measure_col": "iTmpabsnt", + "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": 2.25, + "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": "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/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ca3415b97840c839c667d8b03b0aedf03267d9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-bb29-73b3-a3e7-847a3d56d78c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaf12723d067c5cd84b5d27bc79401b5313a45b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-bb29-73b3-a3e7-847a3d56d78c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa4e7ce547aa545526e4bc304cf8de17275ce5ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-cc06-7493-83ab-980489d33617"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8011c44aca2ffc8d482af19361c66c0b05437eb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-cc06-7493-83ab-980489d33617"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/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/c13/artifacts/v2q_c13_46c736693ff3888e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c736693ff3888e/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/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..53e30a785288082116f774c9516f64c0eb416259 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:09.103900+00:00", + "ended_at": "2026-05-19T16:29:13.059977+00:00", + "elapsed_ms": 3956.03, + "returncode": 1, + "prompt_metrics": { + "chars": 27717, + "bytes_utf8": 27717, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f10736c40ec57a8512d82534d88eed0c521a0fbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:14.062795+00:00", + "ended_at": "2026-05-19T16:29:17.302364+00:00", + "elapsed_ms": 3239.52, + "returncode": 1, + "prompt_metrics": { + "chars": 27717, + "bytes_utf8": 27717, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d703e32373d0339c24233cb0e3ca9fd51d85164 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=iAvail, measure_col=iTmpabsnt.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iAvail", + "measure_col": "iTmpabsnt", + "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": 1.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d703e32373d0339c24233cb0e3ca9fd51d85164 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=iAvail, measure_col=iTmpabsnt.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iAvail", + "measure_col": "iTmpabsnt", + "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": 1.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61c52620e3ebbbd6b83d0a4b0c80555a3bb8641d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-d9f2-7df3-b287-96d1e8fb4ad7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e4cb40a298f76f31e8b27ca5bb06fd55f30c68b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-d9f2-7df3-b287-96d1e8fb4ad7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00e149581207118135daa1a0f58be7aa8fcc7f99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-ed5d-7b52-b107-17673f4b3740"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa3b8b591f49db66b8d695dfb179fe4a49d9f990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-ed5d-7b52-b107-17673f4b3740"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/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/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4863ab2a6da7ee7a/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/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4622342952b0a529f52fedd154d2967c7a9492bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:23.172005+00:00", + "ended_at": "2026-05-19T16:19:26.730725+00:00", + "elapsed_ms": 3558.68, + "returncode": 1, + "prompt_metrics": { + "chars": 27816, + "bytes_utf8": 27816, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6aea960dc57dc7275bf7c880bf3b69e519229895 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:27.734544+00:00", + "ended_at": "2026-05-19T16:19:30.708354+00:00", + "elapsed_ms": 2973.77, + "returncode": 1, + "prompt_metrics": { + "chars": 27816, + "bytes_utf8": 27816, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1326e347b00dbfdce02d5f009ac9287b7b99a1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=dIncome8, measure_col=dTravtime.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome8", + "measure_col": "dTravtime", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1326e347b00dbfdce02d5f009ac9287b7b99a1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=dIncome8, measure_col=dTravtime.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome8", + "measure_col": "dTravtime", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c7dbd11ebf1d3b779a6be26f5af2fa4d8c4952c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-e8ad-76a1-bd20-6411b291dd23"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3950f3a993a536b9f94818e606460c44c916aba7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-e8ad-76a1-bd20-6411b291dd23"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1bd6b26ce7e322f0225cc4530517fe05f04fd98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-fa6e-7733-8617-d4bc385c8433"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3fd214c082a537a612faa355d15f6eb91851a5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-fa6e-7733-8617-d4bc385c8433"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/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/c13/artifacts/v2q_c13_4c650ca010641f9a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4c650ca010641f9a/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/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22d06740d4859b1367670811d93a8010ae57aa31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:09.822019+00:00", + "ended_at": "2026-05-19T16:10:12.686950+00:00", + "elapsed_ms": 2864.9, + "returncode": 1, + "prompt_metrics": { + "chars": 28035, + "bytes_utf8": 28035, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..231173694429addf270d3cbe196bbe9184c60b4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:13.690085+00:00", + "ended_at": "2026-05-19T16:10:17.039371+00:00", + "elapsed_ms": 3349.24, + "returncode": 1, + "prompt_metrics": { + "chars": 28035, + "bytes_utf8": 28035, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f520d46d2b4ad4e3dfd151e41ff7a23b21aef76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=iMobillim, measure_col=iRiders.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMobillim", + "measure_col": "iRiders", + "item_col": "caseid", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f520d46d2b4ad4e3dfd151e41ff7a23b21aef76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=iMobillim, measure_col=iRiders.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMobillim", + "measure_col": "iRiders", + "item_col": "caseid", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..549f06ecaa6080d514eb9c71ba593731312181b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7710-7063-ab97-cc8da6e5580c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac3996a49aae2732b98ced33e002346d3f36db50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7710-7063-ab97-cc8da6e5580c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccedf3dc0d2b606e21040de81ba545e5a27fcc29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-863e-7573-8ddd-5ae763529434"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..35605de154227f687f4ce5f5cd1f68d0d08e4fec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-863e-7573-8ddd-5ae763529434"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/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/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4ebf8a2dac0a4181/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/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d685aa21a2fb4e15ce02c06d8da4e73afb78f5cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:51.265159+00:00", + "ended_at": "2026-05-19T16:18:56.467272+00:00", + "elapsed_ms": 5202.08, + "returncode": 1, + "prompt_metrics": { + "chars": 27814, + "bytes_utf8": 27814, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c47db5844171caa5db1854c459c743f9f3bf250d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:57.470290+00:00", + "ended_at": "2026-05-19T16:19:00.701850+00:00", + "elapsed_ms": 3231.52, + "returncode": 1, + "prompt_metrics": { + "chars": 27814, + "bytes_utf8": 27814, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b828cece7c6020240d807f04764df78cd9a398f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=dIncome6, measure_col=iSubfam1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome6", + "measure_col": "iSubfam1", + "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": 1.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b828cece7c6020240d807f04764df78cd9a398f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=dIncome6, measure_col=iSubfam1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome6", + "measure_col": "iSubfam1", + "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": 1.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7cae8fa71cc17b0f626a456fe13b23cd2436cb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-6c0c-7cf1-ada0-ef082db2260a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3be8bfe4814e02dd6ee0a0b93e72a0776a5c1fa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-6c0c-7cf1-ada0-ef082db2260a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db4744cf63495fe07f0f7568dac2e50c0555a936 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-8443-7dd1-bae7-3245056034cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..188969c67166581671542577075e7d5b0839f04a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-8443-7dd1-bae7-3245056034cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/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/c13/artifacts/v2q_c13_4fe7759ea94066f8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4fe7759ea94066f8/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/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d35bf48bb41fc4b16a16ef19ef9f31ab1fe8d87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:24.780209+00:00", + "ended_at": "2026-05-19T16:08:27.688023+00:00", + "elapsed_ms": 2907.75, + "returncode": 1, + "prompt_metrics": { + "chars": 28037, + "bytes_utf8": 28037, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..828327c42f5c6ac2e1dbc2613bcfa4743fcf7749 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:28.690672+00:00", + "ended_at": "2026-05-19T16:08:32.021983+00:00", + "elapsed_ms": 3331.0, + "returncode": 1, + "prompt_metrics": { + "chars": 28037, + "bytes_utf8": 28037, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b2d2f2ef492ce1953cde64f65edf27c2caa636a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=iMarital, measure_col=dPwgt1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMarital", + "measure_col": "dPwgt1", + "item_col": "caseid", + "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": 2.25, + "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": "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/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b2d2f2ef492ce1953cde64f65edf27c2caa636a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=iMarital, measure_col=dPwgt1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMarital", + "measure_col": "dPwgt1", + "item_col": "caseid", + "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": 2.25, + "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": "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/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be9bd7bae647b91babb347679625cb09838245db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-dcd5-7b93-b4e3-21435dafad05"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bbe5df2abbc596881256b670e8a015ace46a85a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-dcd5-7b93-b4e3-21435dafad05"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a51276647a2c32a6d9d62a351208b874e5153bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ec1e-76f3-bea4-62f61efff5ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..503fdba2a22c7b9a1fc4da95295425d6daa8b137 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ec1e-76f3-bea4-62f61efff5ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/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/c13/artifacts/v2q_c13_50579468c3c35a8f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_50579468c3c35a8f/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/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..62c0d3adeb1c90be1614ada73daf862deb7a746f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:21.038748+00:00", + "ended_at": "2026-05-19T16:17:24.309809+00:00", + "elapsed_ms": 3271.01, + "returncode": 1, + "prompt_metrics": { + "chars": 27814, + "bytes_utf8": 27814, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..afce7e14151a5dea3739d3e7fddd929262b457a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:25.313046+00:00", + "ended_at": "2026-05-19T16:17:28.901089+00:00", + "elapsed_ms": 3587.99, + "returncode": 1, + "prompt_metrics": { + "chars": 27814, + "bytes_utf8": 27814, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7245e6bfa0c998fe5ceb7f4253612b7ad352b10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome1, measure_col=dRpincome.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome1", + "measure_col": "dRpincome", + "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": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7245e6bfa0c998fe5ceb7f4253612b7ad352b10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome1, measure_col=dRpincome.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome1", + "measure_col": "dRpincome", + "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": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..590a792d81ef3d76222add3eea6f203324c815c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-0c09-77f1-b09b-258d9d467c61"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8947bfb7f30391b7522b23153697a41cd8a2ead7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-0c09-77f1-b09b-258d9d467c61"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36de0a7f947aa3f1fa535f82daa8f9cdbc76bce1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1ce0-7023-8294-429d0ec4947f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..664cb2671bc30cb5378769314374a82f05ede987 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1ce0-7023-8294-429d0ec4947f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/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/c13/artifacts/v2q_c13_5362135e0332ba67/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5362135e0332ba67/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/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2e0b8cf5465eeb8a23b3bbcfa26ebcc074733369 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:49.628671+00:00", + "ended_at": "2026-05-19T16:25:53.426947+00:00", + "elapsed_ms": 3798.22, + "returncode": 1, + "prompt_metrics": { + "chars": 27615, + "bytes_utf8": 27615, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe41df49ca736cd0ea0a5481c60849ddc279bf8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:54.430163+00:00", + "ended_at": "2026-05-19T16:25:58.153820+00:00", + "elapsed_ms": 3723.61, + "returncode": 1, + "prompt_metrics": { + "chars": 27615, + "bytes_utf8": 27615, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec6dc5ea31b9d7e771d857f430ef8b689a0b15bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=iSex.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSex", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec6dc5ea31b9d7e771d857f430ef8b689a0b15bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=iSex.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSex", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6edaee6bb22a9e0d13e47836aa3f4fd498486f19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-ceaa-7f22-a085-6c43a360f49b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bf9ca4945509467cdc93e488a8a7be377cde2af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-ceaa-7f22-a085-6c43a360f49b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e6deab4e4b8dd1296b6b7fc18382964efb6cf64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-e187-71c0-8038-cd69ad470c1c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5383ac2078e3bd2e6197accd7e26bd8889db9a5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-e187-71c0-8038-cd69ad470c1c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/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/c13/artifacts/v2q_c13_5b881193fde706cb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b881193fde706cb/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/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4fadf61e7e80feb6c74d5122477d9ce57300dc63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:37.841243+00:00", + "ended_at": "2026-05-19T16:17:40.877175+00:00", + "elapsed_ms": 3035.88, + "returncode": 1, + "prompt_metrics": { + "chars": 27809, + "bytes_utf8": 27809, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..267b7e35ba8ae1cd900c87be377279ccbd811ed4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:41.880980+00:00", + "ended_at": "2026-05-19T16:17:45.240672+00:00", + "elapsed_ms": 3359.6, + "returncode": 1, + "prompt_metrics": { + "chars": 27809, + "bytes_utf8": 27809, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be9802ced3f8f6187c82d78bc5f6041bbb8100b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=dIncome2, measure_col=iRPOB.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome2", + "measure_col": "iRPOB", + "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": 23.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..be9802ced3f8f6187c82d78bc5f6041bbb8100b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=dIncome2, measure_col=iRPOB.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome2", + "measure_col": "iRPOB", + "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": 23.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..562efcaa8ce05d99c18e05331564c2b9f831966b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-4da4-7761-a8b6-bd3f11a25584"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8292eef1f8eae0e6012284fd7b78e83f18deb35c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-4da4-7761-a8b6-bd3f11a25584"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58cc53dd73ff1620945f9b5feeeedfe7ea3c31e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-5d7f-7d70-8dfb-b668889d24bc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f954bd76ffff84944f58233d4745a80da2ad86f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-5d7f-7d70-8dfb-b668889d24bc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/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/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5b9ac61b3a887c3c/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/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6a7dc092881dc61aab15edd52f1aabf8df861c76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:14.154223+00:00", + "ended_at": "2026-05-19T16:11:16.981268+00:00", + "elapsed_ms": 2827.01, + "returncode": 1, + "prompt_metrics": { + "chars": 28439, + "bytes_utf8": 28439, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..889bce42530beb5cd415b40d73208efcb2538e9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=iRagechld, condition_col=iSept80.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "iRagechld", + "condition_col": "iSept80", + "condition_value": "0", + "positive_value": "0", + "negative_value": "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": 2.25, + "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/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..889bce42530beb5cd415b40d73208efcb2538e9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=iRagechld, condition_col=iSept80.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "iRagechld", + "condition_col": "iSept80", + "condition_value": "0", + "positive_value": "0", + "negative_value": "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": 2.25, + "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/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..254e755148e40ce683b0b92bd0f43b7905c97bec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-7286-7873-8a4c-e609ec5c4cd1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0166a8026317ced82507f8ad8a08d9c26dd52897 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-7286-7873-8a4c-e609ec5c4cd1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd900f666fafcdf0feda5caab45b6ac01427f5fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-817b-7dd1-96f0-4aeb3fcae58d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9f22bc1c54768d9fdf3a1401c9edacc91d8ac5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-817b-7dd1-96f0-4aeb3fcae58d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/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/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/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/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c44c77042c3f813a6bdb72227036220f4fcd5847 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:51.963197+00:00", + "ended_at": "2026-05-19T16:11:55.120929+00:00", + "elapsed_ms": 3157.69, + "returncode": 1, + "prompt_metrics": { + "chars": 27928, + "bytes_utf8": 27928, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10317618c752e20fefa85ae8a73f07302636fec3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:56.123601+00:00", + "ended_at": "2026-05-19T16:11:59.033427+00:00", + "elapsed_ms": 2909.79, + "returncode": 1, + "prompt_metrics": { + "chars": 27928, + "bytes_utf8": 27928, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2b69cca979a7f602f2e2cf01dbac3eb70c59966 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iRPOB.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iRPOB", + "predicate_col": "iRownchld", + "predicate_op": "=", + "predicate_value": "0", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2b69cca979a7f602f2e2cf01dbac3eb70c59966 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iRPOB.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iRPOB", + "predicate_col": "iRownchld", + "predicate_op": "=", + "predicate_value": "0", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cd8071734b515297bbf4005047bb9b9fc7aca3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0617-7da0-a032-ed111435733e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8992d4452817dcd0034add8ed64a8227c8091945 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0617-7da0-a032-ed111435733e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c012cf94dfa00845b97ea878e0c10dab7b7a88d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1652-7ee0-acf5-cd1ffeabf64a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfa1211a02e48df4520c3a8c41e46cf67060a7a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1652-7ee0-acf5-cd1ffeabf64a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/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/c13/artifacts/v2q_c13_6478115c3057a7aa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6478115c3057a7aa/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/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69a3584367893a760b0d22b7391ad0e67bd24a1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27626, "bytes_utf8": 27626, "lines": 924, "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": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20961, "cached_input_tokens": 12032, "output_tokens": 374, "reasoning_output_tokens": 265}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba2a31d50c60360d0850a434464eb52a11fbe668 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/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": "c13", + "model": "v2-cli:codex", + "run_id": "v2q_c13_64f641b1c23ce11d", + "api_calls": 0, + "input_tokens": 20961, + "cached_input_tokens": 12032, + "output_tokens": 374, + "total_tokens": 21335, + "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": 9904.21, + "sql_execution_elapsed_ms_total": 1478.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/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/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50b3d57eefb68946744503980a9daf4940a5755b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:41.101536+00:00", + "ended_at": "2026-05-19T16:01:51.005779+00:00", + "elapsed_ms": 9904.21, + "prompt_metrics": { + "chars": 27626, + "bytes_utf8": 27626, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20961, + "cached_input_tokens": 12032, + "output_tokens": 374, + "reasoning_output_tokens": 265 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dacb233dd7958845bead9bb19f6f6726aa41387 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=dAge, measure_col=caseid.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "dAge", + "measure_col": "caseid", + "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": 1510834.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a6470fecef75f9630042802e20c526b5296ff69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-b41d-7852-94dd-6e21d16998d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"dAge\\\", SUM(CAST(\\\"caseid\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c13\\\"\\nGROUP BY \\\"dAge\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required grouped-sum template with group_col=\\\"dAge\\\" and measure_col=\\\"caseid\\\". CAST is added because the schema stores \\\"caseid\\\" as TEXT, but its values are numeric-like.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20961,"cached_input_tokens":12032,"output_tokens":374,"reasoning_output_tokens":265}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eb690f1bbaf33daf00ebf52f73f8df583070659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"dAge\", SUM(CAST(\"caseid\" AS INTEGER)) AS \"total_measure\"\nFROM \"c13\"\nGROUP BY \"dAge\"\nORDER BY \"total_measure\" DESC;","notes":"Used the required grouped-sum template with group_col=\"dAge\" and measure_col=\"caseid\". CAST is added because the schema stores \"caseid\" as TEXT, but its values are numeric-like."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_64f641b1c23ce11d/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/c13/artifacts/v2q_c13_66bb38945ca47572/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af756e613bf3028dd05ea0cbb502a5cf35909dd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27627, "bytes_utf8": 27627, "lines": 924, "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": 27627, "bytes_utf8": 27627, "lines": 924, "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": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20958, "cached_input_tokens": 12032, "output_tokens": 444, "reasoning_output_tokens": 341}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..308cee02fbecf630f9d8ba074940f7fd457f55cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/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": "c13", + "model": "v2-cli:codex", + "run_id": "v2q_c13_66bb38945ca47572", + "api_calls": 0, + "input_tokens": 20958, + "cached_input_tokens": 12032, + "output_tokens": 444, + "total_tokens": 21402, + "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": 13203.12, + "sql_execution_elapsed_ms_total": 1339.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/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/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f41309eb48eca387c0b976010bab175b955b3337 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:40.762448+00:00", + "ended_at": "2026-05-19T16:03:43.757105+00:00", + "elapsed_ms": 2994.62, + "returncode": 1, + "prompt_metrics": { + "chars": 27627, + "bytes_utf8": 27627, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c05c181b2d2fe37ce8d29f28074fa1368372fe7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/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": "2026-05-19T16:03:44.759423+00:00", + "ended_at": "2026-05-19T16:03:54.967964+00:00", + "elapsed_ms": 10208.5, + "prompt_metrics": { + "chars": 27627, + "bytes_utf8": 27627, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 732, + "bytes_utf8": 732, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20958, + "cached_input_tokens": 12032, + "output_tokens": 444, + "reasoning_output_tokens": 341 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04e892c5265d80ccd0572291d6073441508f25d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=iClass, measure_col=iCitizen.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "iClass", + "measure_col": "iCitizen", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..04e892c5265d80ccd0572291d6073441508f25d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=iClass, measure_col=iCitizen.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "iClass", + "measure_col": "iCitizen", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8ceafd7e7d31ca6ea5199b7fddc17041d6bc2df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-875c-7c81-b97b-767aff49177f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2401229076c7ee3ee34017722bfb6e3fe369d50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-96f7-73d2-a4b1-c23ee5343827"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"iClass\\\", SUM(CAST(\\\"iCitizen\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c13\\\"\\nGROUP BY \\\"iClass\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the planned Grouped Numeric Sum template with group_col=\\\"iClass\\\" and measure_col=\\\"iCitizen\\\". CAST is applied because the schema stores the measure column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20958,"cached_input_tokens":12032,"output_tokens":444,"reasoning_output_tokens":341}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e89f78e875f23531d0784f21d3f4354b031b5c56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"iClass\", SUM(CAST(\"iCitizen\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c13\"\nGROUP BY \"iClass\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the planned Grouped Numeric Sum template with group_col=\"iClass\" and measure_col=\"iCitizen\". CAST is applied because the schema stores the measure column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/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/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/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/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17365ea812c388f437f9d5ca8eabc0f382eeb3dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:59.169313+00:00", + "ended_at": "2026-05-19T16:12:02.468246+00:00", + "elapsed_ms": 3298.9, + "returncode": 1, + "prompt_metrics": { + "chars": 27942, + "bytes_utf8": 27942, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d627494671d88a02ba504d748f93155a22a1934 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:03.470331+00:00", + "ended_at": "2026-05-19T16:12:06.520953+00:00", + "elapsed_ms": 3050.59, + "returncode": 1, + "prompt_metrics": { + "chars": 27942, + "bytes_utf8": 27942, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f13820e14b414b9f40f0ffea9f84360adf28d962 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iRrelchld.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iRrelchld", + "predicate_col": "dRpincome", + "predicate_op": ">=", + "predicate_value": 4.0, + "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": 1510834.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f13820e14b414b9f40f0ffea9f84360adf28d962 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iRrelchld.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iRrelchld", + "predicate_col": "dRpincome", + "predicate_op": ">=", + "predicate_value": 4.0, + "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": 1510834.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5741cf96205297cc9df096e12397376efe2e111f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-224e-7eb1-90f5-0338cd764e4a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cba0c92bec74eb3342e361942782c194d732c0e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-224e-7eb1-90f5-0338cd764e4a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dec5dc75f2859bdae61ca6a58501d19b6edab70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-3317-7a43-8d09-a1e36d5d53ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a08f2a5520fd25bab8a568da1ed47bf281fde67f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-3317-7a43-8d09-a1e36d5d53ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/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/c13/artifacts/v2q_c13_6ca3a77221deaf4e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6ca3a77221deaf4e/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/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d14ded9619c3511623e17ee737a6d2a6f22a19b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:37.601997+00:00", + "ended_at": "2026-05-19T16:11:40.723594+00:00", + "elapsed_ms": 3121.56, + "returncode": 1, + "prompt_metrics": { + "chars": 28435, + "bytes_utf8": 28435, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c71faba8f149b000b2000f264c269e6f8a071b82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:41.725766+00:00", + "ended_at": "2026-05-19T16:11:45.099422+00:00", + "elapsed_ms": 3373.62, + "returncode": 1, + "prompt_metrics": { + "chars": 28435, + "bytes_utf8": 28435, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..812f468ffed53b2fad6edb11f9abad6279578753 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=iRelat2, condition_col=iSubfam2.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "iRelat2", + "condition_col": "iSubfam2", + "condition_value": "0", + "positive_value": "0", + "negative_value": "2", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..812f468ffed53b2fad6edb11f9abad6279578753 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=iRelat2, condition_col=iSubfam2.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "iRelat2", + "condition_col": "iSubfam2", + "condition_value": "0", + "positive_value": "0", + "negative_value": "2", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..046b1d2e6f42542a7a8625d60e0d2c5b7ff4099f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ce61-7872-ab6e-90e0eb0fcffb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..080921a23ead286804bef2dff64dec97fed22251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ce61-7872-ab6e-90e0eb0fcffb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..721779f56145dbc9c8dcd6db843dc1fa2ace4091 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-de17-73e1-9804-a85af1ee66cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba45c245ccbae17896917e251ca3f0fd1e0608a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-de17-73e1-9804-a85af1ee66cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/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/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6cfc1a86e5817b0f/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/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..720e87a42d3ec3f3097b62dfbcae318a98d1ec50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:54.816160+00:00", + "ended_at": "2026-05-19T16:05:58.426448+00:00", + "elapsed_ms": 3610.25, + "returncode": 1, + "prompt_metrics": { + "chars": 27542, + "bytes_utf8": 27542, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..518efa24aa83cc2577321de8a635f36b24e15221 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:59.429226+00:00", + "ended_at": "2026-05-19T16:06:02.841514+00:00", + "elapsed_ms": 3412.24, + "returncode": 1, + "prompt_metrics": { + "chars": 27542, + "bytes_utf8": 27542, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af011602e408a7aa7db72c63262e9ef9190aecf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +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": "c13", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=dIncome1.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dIncome1", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..af011602e408a7aa7db72c63262e9ef9190aecf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +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": "c13", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=dIncome1.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dIncome1", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fba9c8a0faf8c7f81acbba01bfa86ae9ed053c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-9305-7a73-8db1-104cd62a6954"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d641344b213547fde89a4936a0b049ecbf389440 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-9305-7a73-8db1-104cd62a6954"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9266f691e27c5276fc54afa47d595444175da76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-a50e-7f83-bffa-ad5d04a91dd4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fd92c53d23b48dea1621ee8174ce225490c075d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-a50e-7f83-bffa-ad5d04a91dd4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/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/c13/artifacts/v2q_c13_7574f60690473ac7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7574f60690473ac7/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/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d58fc5fbfc04856e8d79a069a612b3ab06bdba15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27634, "bytes_utf8": 27634, "lines": 924, "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": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20966, "cached_input_tokens": 12032, "output_tokens": 413, "reasoning_output_tokens": 284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e7288cfc2be8f2ca10d6e649b52694856ca0c11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/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": "c13", + "model": "v2-cli:codex", + "run_id": "v2q_c13_78ebc357fbc7963c", + "api_calls": 0, + "input_tokens": 20966, + "cached_input_tokens": 12032, + "output_tokens": 413, + "total_tokens": 21379, + "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": 9649.21, + "sql_execution_elapsed_ms_total": 1295.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/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/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb82b28bb369e626d017f59e6c0443ba5273ebe8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/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": "2026-05-19T16:05:12.555457+00:00", + "ended_at": "2026-05-19T16:05:22.204716+00:00", + "elapsed_ms": 9649.21, + "prompt_metrics": { + "chars": 27634, + "bytes_utf8": 27634, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 804, + "bytes_utf8": 804, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 445, + "bytes_utf8": 445, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20966, + "cached_input_tokens": 12032, + "output_tokens": 413, + "reasoning_output_tokens": 284 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..415ac02aa7eecad6e04675e3814947a18597af2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=iDisabl2, measure_col=iDisabl2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "iDisabl2", + "measure_col": "iDisabl2", + "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": 1.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a3f9a771dee503853ac8f0ed40d6752890379ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-edfc-7522-b16c-7d9b96020f81"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"iDisabl2\\\", SUM(CAST(\\\"iDisabl2\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c13\\\"\\nGROUP BY \\\"iDisabl2\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with group_col=\\\"iDisabl2\\\" and measure_col=\\\"iDisabl2\\\" on the single table \\\"c13\\\". Used CAST(... AS NUMERIC) because the schema snapshot shows TEXT storage for this numeric-discrete field.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20966,"cached_input_tokens":12032,"output_tokens":413,"reasoning_output_tokens":284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52c9284277bb13e094af2c5ca3cf8aca1fb71521 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"iDisabl2\", SUM(CAST(\"iDisabl2\" AS NUMERIC)) AS total_measure\nFROM \"c13\"\nGROUP BY \"iDisabl2\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Applied the planned Grouped Numeric Sum template with group_col=\"iDisabl2\" and measure_col=\"iDisabl2\" on the single table \"c13\". Used CAST(... AS NUMERIC) because the schema snapshot shows TEXT storage for this numeric-discrete field."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_78ebc357fbc7963c/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/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..86dc339577e34dc8038417b8b114190351806b5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:41.756562+00:00", + "ended_at": "2026-05-19T16:23:45.397278+00:00", + "elapsed_ms": 3640.66, + "returncode": 1, + "prompt_metrics": { + "chars": 27567, + "bytes_utf8": 27567, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67ee2e7d2247d2aa55d6d6eefc133a77abab46fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:46.400347+00:00", + "ended_at": "2026-05-19T16:23:50.079952+00:00", + "elapsed_ms": 3679.55, + "returncode": 1, + "prompt_metrics": { + "chars": 27567, + "bytes_utf8": 27567, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe67a2601a2dc0882b95c70c0c347a7d685601c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dHour89.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "dHour89", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe67a2601a2dc0882b95c70c0c347a7d685601c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dHour89.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "dHour89", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93010c1a982683761a974ffee5739411ec2c4353 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-db35-70b0-9e9e-ac5eb9b6467f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc0dbefa786a58d9c8641eed91c010950db8d113 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-db35-70b0-9e9e-ac5eb9b6467f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53efbe4b6541a18bb20deb2687274a00ecca85ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-ed75-7711-b200-5d0684eefd94"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d657474ee885e4e4630021906519dff93ab22990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-ed75-7711-b200-5d0684eefd94"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/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/c13/artifacts/v2q_c13_7f91e4e538d65a87/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7f91e4e538d65a87/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/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f36c7d3d74c1da2119259fcc07452dab3cf5325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:37.189996+00:00", + "ended_at": "2026-05-19T16:14:40.151529+00:00", + "elapsed_ms": 2961.49, + "returncode": 1, + "prompt_metrics": { + "chars": 28181, + "bytes_utf8": 28181, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bafc4e5c9270f5a2a610f81773fb18120c2e3f0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:41.154626+00:00", + "ended_at": "2026-05-19T16:14:44.471826+00:00", + "elapsed_ms": 3317.15, + "returncode": 1, + "prompt_metrics": { + "chars": 28181, + "bytes_utf8": 28181, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ee0dbafb6fd5d29cff5ee6d8e18f334c1b2d3ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=iClass, measure_col=dOccup.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iClass", + "measure_col": "dOccup", + "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": 4.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ee0dbafb6fd5d29cff5ee6d8e18f334c1b2d3ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=iClass, measure_col=dOccup.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iClass", + "measure_col": "dOccup", + "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": 4.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e00d5f858e0f3416920e8107647b2db01d2cb284 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8b86-7b42-b0d0-58217a9bae41"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1678eb5e1b5c81ddf6e195b4b6ce9ecec68f1437 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8b86-7b42-b0d0-58217a9bae41"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35642348ee87a9b1f3650ce2fa12eef0857279c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-9afa-7b70-8e25-eda66fa50eff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eebc8e78abba6f40190b103c9d0761047b4f25b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-9afa-7b70-8e25-eda66fa50eff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/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/c13/artifacts/v2q_c13_857e38e2a0f6688a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_857e38e2a0f6688a/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/c13/artifacts/v2q_c13_8ac207faca569914/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35561199aabea81b495c9854c187c3864a326af2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27541, "bytes_utf8": 27541, "lines": 922, "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": 298, "bytes_utf8": 298, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20934, "cached_input_tokens": 12032, "output_tokens": 349, "reasoning_output_tokens": 268}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3d343d834425d34b40a74fbd0d06d6d960b16f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/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": "c13", + "model": "v2-cli:codex", + "run_id": "v2q_c13_8ac207faca569914", + "api_calls": 0, + "input_tokens": 20934, + "cached_input_tokens": 12032, + "output_tokens": 349, + "total_tokens": 21283, + "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": 9504.07, + "sql_execution_elapsed_ms_total": 970.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/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/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d2e21df2846412aed74be46699a564f80884e57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/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": "2026-05-19T16:06:03.099153+00:00", + "ended_at": "2026-05-19T16:06:12.603261+00:00", + "elapsed_ms": 9504.07, + "prompt_metrics": { + "chars": 27541, + "bytes_utf8": 27541, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 652, + "bytes_utf8": 652, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 298, + "bytes_utf8": 298, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20934, + "cached_input_tokens": 12032, + "output_tokens": 349, + "reasoning_output_tokens": 268 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41d93f3685297a5ab364f26569be03efd3b8b3ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +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": "c13", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=dIncome2.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dIncome2", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fa626e4e6b44ea744605497f5555df12e14485f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-b37a-7a42-9107-61bc1b57974b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"dIncome2\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c13\\\"\\nGROUP BY \\\"dIncome2\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template with \\\"dIncome2\\\" as the category column to inspect subgroup count distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20934,"cached_input_tokens":12032,"output_tokens":349,"reasoning_output_tokens":268}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c6b481bbf78a4e1cbed57fae088e2e8d4b47ae9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"dIncome2\", COUNT(*) AS \"row_count\"\nFROM \"c13\"\nGROUP BY \"dIncome2\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned grouped-count template with \"dIncome2\" as the category column to inspect subgroup count distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8ac207faca569914/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/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9257da5840586cdb906baad268faec7c03e51e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 28043, "bytes_utf8": 28043, "lines": 926, "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": 28043, "bytes_utf8": 28043, "lines": 926, "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": 902, "bytes_utf8": 902, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 21081, "cached_input_tokens": 12032, "output_tokens": 1048, "reasoning_output_tokens": 785}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dc2ab8adb6f3b7bd51183b8cee6695bfa69efab0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/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": "c13", + "model": "v2-cli:codex", + "run_id": "v2q_c13_8cba1360a96b57bb", + "api_calls": 0, + "input_tokens": 21081, + "cached_input_tokens": 12032, + "output_tokens": 1048, + "total_tokens": 22129, + "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": 21337.94, + "sql_execution_elapsed_ms_total": 9823.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/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/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c439a704336c3aaf7c4e321a3cddb60cb30e7f01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:59.395891+00:00", + "ended_at": "2026-05-19T16:07:02.100434+00:00", + "elapsed_ms": 2704.51, + "returncode": 1, + "prompt_metrics": { + "chars": 28043, + "bytes_utf8": 28043, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77c329d0585da5e52b16f5d3d4b1d3b102bf348c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/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": "2026-05-19T16:07:03.103670+00:00", + "ended_at": "2026-05-19T16:07:21.737142+00:00", + "elapsed_ms": 18633.43, + "prompt_metrics": { + "chars": 28043, + "bytes_utf8": 28043, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1317, + "bytes_utf8": 1317, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 902, + "bytes_utf8": 902, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 21081, + "cached_input_tokens": 12032, + "output_tokens": 1048, + "reasoning_output_tokens": 785 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddb5652ea046c1ba5bb8d7ac901f4782f19677c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=iKorean, measure_col=iPerscare.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iKorean", + "measure_col": "iPerscare", + "item_col": "caseid", + "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": 1.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddb5652ea046c1ba5bb8d7ac901f4782f19677c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=iKorean, measure_col=iPerscare.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iKorean", + "measure_col": "iPerscare", + "item_col": "caseid", + "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": 1.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb29e8d7f819ae31fc1589dbcc9999c7734acbcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-8f40-7c81-8750-fe5d3ff2e149"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..399210b99bcc40bd110665a7fdbed73a57041b64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-8f40-7c81-8750-fe5d3ff2e149"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff749f2cad9c1a7e8908c10e297d155e8200459c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-9df6-7071-89ca-4475bdfa0b5c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"iKorean\\\",\\n \\\"caseid\\\",\\n SUM(CAST(\\\"iPerscare\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"iPerscare\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"iPerscare\\\" AS REAL))) OVER (PARTITION BY \\\"iKorean\\\") AS share_within_group\\nFROM \\\"c13\\\"\\nWHERE \\\"iKorean\\\" IS NOT NULL\\n AND \\\"caseid\\\" IS NOT NULL\\n AND \\\"iPerscare\\\" IS NOT NULL\\n AND TRIM(\\\"iPerscare\\\") <> ''\\nGROUP BY \\\"iKorean\\\", \\\"caseid\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the planned template with group_col=\\\"iKorean\\\", item_col=\\\"caseid\\\", and measure_col=\\\"iPerscare\\\". \\\"iPerscare\\\" is stored as TEXT in SQLite, so it is cast to REAL before aggregation; empty measure values are filtered out. Because \\\"caseid\\\" is identifier-like and high-cardinality, the resulting within-group shares are effectively per-record contributions within each \\\"iKorean\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21081,"cached_input_tokens":12032,"output_tokens":1048,"reasoning_output_tokens":785}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..06434b7692ce5ef7c4f0c5a876833b6d158d30c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share.\nSELECT\n \"iKorean\",\n \"caseid\",\n SUM(CAST(\"iPerscare\" AS REAL)) AS total_measure,\n SUM(CAST(\"iPerscare\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"iPerscare\" AS REAL))) OVER (PARTITION BY \"iKorean\") AS share_within_group\nFROM \"c13\"\nWHERE \"iKorean\" IS NOT NULL\n AND \"caseid\" IS NOT NULL\n AND \"iPerscare\" IS NOT NULL\n AND TRIM(\"iPerscare\") <> ''\nGROUP BY \"iKorean\", \"caseid\"\nORDER BY share_within_group DESC;","notes":"Uses the planned template with group_col=\"iKorean\", item_col=\"caseid\", and measure_col=\"iPerscare\". \"iPerscare\" is stored as TEXT in SQLite, so it is cast to REAL before aggregation; empty measure values are filtered out. Because \"caseid\" is identifier-like and high-cardinality, the resulting within-group shares are effectively per-record contributions within each \"iKorean\" group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/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/c13/artifacts/v2q_c13_8cba1360a96b57bb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8cba1360a96b57bb/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/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..884efc517931ffe8fefa36a529e986d7093b4511 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:58.893098+00:00", + "ended_at": "2026-05-19T16:11:02.254307+00:00", + "elapsed_ms": 3361.18, + "returncode": 1, + "prompt_metrics": { + "chars": 28438, + "bytes_utf8": 28438, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f8903a021ec6c95f6ac1de2254c9743c2218f7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:03.256427+00:00", + "ended_at": "2026-05-19T16:11:06.578676+00:00", + "elapsed_ms": 3322.21, + "returncode": 1, + "prompt_metrics": { + "chars": 28438, + "bytes_utf8": 28438, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..581f3cf23a1f8749657163b752e472c79fbd9c94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=dPoverty, condition_col=iRspouse.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "dPoverty", + "condition_col": "iRspouse", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..581f3cf23a1f8749657163b752e472c79fbd9c94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=dPoverty, condition_col=iRspouse.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "dPoverty", + "condition_col": "iRspouse", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d4e1bc52849e65541c291bff53fa06275117c55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-36c1-7671-a99a-aca816fd5ae6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..118b067f4d6a97157637f57b31a9be0290fb191f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-36c1-7671-a99a-aca816fd5ae6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..67382c3252f8209b2f3a1d3c1fb0617b2c232f48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-47d1-75e1-9a4d-ed23138c9495"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a26be099084feacc82e5715d26ee06bdb9ffb084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-47d1-75e1-9a4d-ed23138c9495"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/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/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/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/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc10b6be94805552295ec87d727b4ebef8e8501c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:45.237418+00:00", + "ended_at": "2026-05-19T16:11:47.925562+00:00", + "elapsed_ms": 2688.09, + "returncode": 1, + "prompt_metrics": { + "chars": 28442, + "bytes_utf8": 28442, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c0b574535dc35c746eb8ef53c826e3f850e8efbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:48.928879+00:00", + "ended_at": "2026-05-19T16:11:51.803628+00:00", + "elapsed_ms": 2874.71, + "returncode": 1, + "prompt_metrics": { + "chars": 28442, + "bytes_utf8": 28442, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6706de47939895e78691b27fe0827ed5bad62121 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=iRemplpar, condition_col=iTmpabsnt.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "iRemplpar", + "condition_col": "iTmpabsnt", + "condition_value": "0", + "positive_value": "0", + "negative_value": "3", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6706de47939895e78691b27fe0827ed5bad62121 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=iRemplpar, condition_col=iTmpabsnt.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "iRemplpar", + "condition_col": "iTmpabsnt", + "condition_value": "0", + "positive_value": "0", + "negative_value": "3", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..328b88380d253ab10404d95dd76619b43ddbf7c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ebd3-7902-9903-1b3d4d54e927"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72e9f1b552c263e1b0c8ea54126206632360f81d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ebd3-7902-9903-1b3d4d54e927"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e638032277c78ab9a69988e475f903670416d625 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-fa47-75b0-8a58-b40b36802732"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f2141639ec9eac74a7adc76e6cbf5c255f978d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-fa47-75b0-8a58-b40b36802732"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/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/c13/artifacts/v2q_c13_8fb30b756148a79f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8fb30b756148a79f/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/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c397331fb3176f6cf61bd4f1b6e73a5faea03c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:35.887918+00:00", + "ended_at": "2026-05-19T16:10:39.224298+00:00", + "elapsed_ms": 3336.34, + "returncode": 1, + "prompt_metrics": { + "chars": 28032, + "bytes_utf8": 28032, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8b52198d46c7a2f145bf15ec39a65bef2b63d9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:40.227100+00:00", + "ended_at": "2026-05-19T16:10:43.301816+00:00", + "elapsed_ms": 3074.68, + "returncode": 1, + "prompt_metrics": { + "chars": 28032, + "bytes_utf8": 28032, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8de10beed0cb795e617063272b245e8dcd6a31f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=dOccup, measure_col=iRlabor.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "dOccup", + "measure_col": "iRlabor", + "item_col": "caseid", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8de10beed0cb795e617063272b245e8dcd6a31f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=dOccup, measure_col=iRlabor.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "dOccup", + "measure_col": "iRlabor", + "item_col": "caseid", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d27858e41f07e9f4eb199cc7d91ddd0a0b9e4779 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-dcf6-7812-b6d8-8dd44126ddc3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e62b1945854bf0f309a5493439da62dfa86b96dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-dcf6-7812-b6d8-8dd44126ddc3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..982368445e37e6817bfe5b237e2f93d2ad593676 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-eddf-7731-8958-9e18980b73ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..634486bff1f4e50bcdb56e4793fffecd65e802bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-eddf-7731-8958-9e18980b73ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/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/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_93d8f067e5ae2ec7/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/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bac83fbce9ed1a7688f1640e75236ffbdee9db64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:22.737003+00:00", + "ended_at": "2026-05-19T16:12:25.766565+00:00", + "elapsed_ms": 3029.53, + "returncode": 1, + "prompt_metrics": { + "chars": 27932, + "bytes_utf8": 27932, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fed1b7387f7852f46690df7c1c6b267391f641d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:26.768517+00:00", + "ended_at": "2026-05-19T16:12:29.777334+00:00", + "elapsed_ms": 3008.79, + "returncode": 1, + "prompt_metrics": { + "chars": 27932, + "bytes_utf8": 27932, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd7ce568cdd0ec9ec5bf85f497f1dab4f1dc3e70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iSchool.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iSchool", + "predicate_col": "iRspouse", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd7ce568cdd0ec9ec5bf85f497f1dab4f1dc3e70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iSchool.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iSchool", + "predicate_col": "iRspouse", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db720dc4037f1f3bcb9e8e36df756b4882ba829c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7e51-7293-9555-4e3902e08196"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc973de4756d75069b0d91f2b367e314d633333a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7e51-7293-9555-4e3902e08196"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b49725d174a73944b1861cdbc6ceca95a41cef6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8e12-7da1-be79-282e5d53b44c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d732b98524483223804cfd153a0f18c8fc0682ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8e12-7da1-be79-282e5d53b44c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/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/c13/artifacts/v2q_c13_9a854dfac21065bc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9a854dfac21065bc/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/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0bdb267ddb117d7c17b459c3789fa7fd4f7f7a1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:39.110256+00:00", + "ended_at": "2026-05-19T16:15:42.137888+00:00", + "elapsed_ms": 3027.6, + "returncode": 1, + "prompt_metrics": { + "chars": 28184, + "bytes_utf8": 28184, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..957b60fb513a8301a7c27da96e0270b8b1f977f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:43.141182+00:00", + "ended_at": "2026-05-19T16:15:46.390901+00:00", + "elapsed_ms": 3249.67, + "returncode": 1, + "prompt_metrics": { + "chars": 28184, + "bytes_utf8": 28184, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8e53e02c4f088c069bf000dd0a014640d70399e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=iEnglish, measure_col=dPwgt1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iEnglish", + "measure_col": "dPwgt1", + "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": 2.25, + "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}, 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/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8e53e02c4f088c069bf000dd0a014640d70399e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=iEnglish, measure_col=dPwgt1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iEnglish", + "measure_col": "dPwgt1", + "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": 2.25, + "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}, 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/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3053f61ed828b69dbf7edb58560b8b2b5a89c561 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-7d6b-7433-9d49-97f9914fbefe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c46550e6712f7e0ab4a27bc1c4511eaf396e79f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-7d6b-7433-9d49-97f9914fbefe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d176cd3996228abe6887a203ba0c02ce23b92334 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-8d2f-7de1-b23d-577b8d60b886"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3074fd8f6cbfc43bb854ceb8d1d722f91e59fd65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-8d2f-7de1-b23d-577b8d60b886"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/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/c13/artifacts/v2q_c13_9e95489e3f89ae4f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9e95489e3f89ae4f/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/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd21d038b70c83ff2ca0ed66702eac9d94d49e6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:29.937448+00:00", + "ended_at": "2026-05-19T16:12:33.222226+00:00", + "elapsed_ms": 3284.74, + "returncode": 1, + "prompt_metrics": { + "chars": 27932, + "bytes_utf8": 27932, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..15f8a1b2cdfc25737ef7f05b925d6eb1ba280bcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:34.225133+00:00", + "ended_at": "2026-05-19T16:12:37.756747+00:00", + "elapsed_ms": 3531.57, + "returncode": 1, + "prompt_metrics": { + "chars": 27932, + "bytes_utf8": 27932, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38a43ee61cb1d31db00e726ad4e10cfccb410f43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iSept80.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iSept80", + "predicate_col": "iRvetserv", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..38a43ee61cb1d31db00e726ad4e10cfccb410f43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iSept80.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iSept80", + "predicate_col": "iRvetserv", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37f228fc711d09ef710a61b6926ce7f43cf7827b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9a78-7bd2-92a6-74402054a48a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfe66230b669722c339868920f460d6af113015e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9a78-7bd2-92a6-74402054a48a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aafad30d24198433830538f11d65c86c4c01249 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ab2d-7cc3-b8a6-dae00466f01d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa737a8688cc2d003d63ede6b23368b6c3437543 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ab2d-7cc3-b8a6-dae00466f01d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/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/c13/artifacts/v2q_c13_9f4d74ffc108506f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9f4d74ffc108506f/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/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..07a166f265bb893d8a6b7eae45653eafdafd8d38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:26.522202+00:00", + "ended_at": "2026-05-19T16:04:29.731196+00:00", + "elapsed_ms": 3208.96, + "returncode": 1, + "prompt_metrics": { + "chars": 27630, + "bytes_utf8": 27630, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..728d7230d2e57d578289b480447f00ac2c7fbcd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:30.732952+00:00", + "ended_at": "2026-05-19T16:04:34.130660+00:00", + "elapsed_ms": 3397.67, + "returncode": 1, + "prompt_metrics": { + "chars": 27630, + "bytes_utf8": 27630, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0348ec7f2242989ccf3a0886183d08b0b9a04ad5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=dDepart, measure_col=dDepart.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "dDepart", + "measure_col": "dDepart", + "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": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0348ec7f2242989ccf3a0886183d08b0b9a04ad5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=dDepart, measure_col=dDepart.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "dDepart", + "measure_col": "dDepart", + "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": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48e7c0b91bec939a31f1e890f36534511f41d594 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-3a31-7f51-be32-d9e0240a777f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0c769164ad00fd5aa9f1aaf990250236474cc12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-3a31-7f51-be32-d9e0240a777f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60cb327240e20ecce609824b87fa3ed4d69fa948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-4a8a-7c80-8839-a97bb7d22fb8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..62e23ec0f9b3e121ddb5bd88308592ccb3c4b95b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-4a8a-7c80-8839-a97bb7d22fb8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/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/c13/artifacts/v2q_c13_a3009f2db29c51fd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3009f2db29c51fd/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/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7929c6134e342b9709b8e40f704d1d694efa330 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:11.924155+00:00", + "ended_at": "2026-05-19T16:15:15.373688+00:00", + "elapsed_ms": 3449.5, + "returncode": 1, + "prompt_metrics": { + "chars": 28181, + "bytes_utf8": 28181, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..12963d13a588fbda05155f7e8233090001d867cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:16.376897+00:00", + "ended_at": "2026-05-19T16:15:19.708439+00:00", + "elapsed_ms": 3331.5, + "returncode": 1, + "prompt_metrics": { + "chars": 28181, + "bytes_utf8": 28181, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aa791ab8cd59f02af9738a64465a8dd3c8d8342 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=iDisabl1, measure_col=dPOB.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iDisabl1", + "measure_col": "dPOB", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aa791ab8cd59f02af9738a64465a8dd3c8d8342 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=iDisabl1, measure_col=dPOB.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iDisabl1", + "measure_col": "dPOB", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad708c7e46fd4414ffd727ff37796828058cad84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1346-73d0-88df-40c43420b96e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b84591ac1b31a230d8ee698ad2f80e1e036346c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1346-73d0-88df-40c43420b96e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a478cd8e4ae8284f61d46700d0ab647a460f5f1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-24a1-7883-acf5-46c9812ecee1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..375e962993f76610ecdd47d474a4cdcca2f8dde9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-24a1-7883-acf5-46c9812ecee1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/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/c13/artifacts/v2q_c13_a514b3a32cfb600f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a514b3a32cfb600f/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/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..223445241584c21fdd91b3121dfebd5d3c1c361c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:19.033308+00:00", + "ended_at": "2026-05-19T16:21:25.394155+00:00", + "elapsed_ms": 6360.81, + "returncode": 1, + "prompt_metrics": { + "chars": 27877, + "bytes_utf8": 27877, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7ddb6a846096f94e993e07be34803d76964d234e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:26.396306+00:00", + "ended_at": "2026-05-19T16:21:29.232449+00:00", + "elapsed_ms": 2836.11, + "returncode": 1, + "prompt_metrics": { + "chars": 27877, + "bytes_utf8": 27877, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b58075474ca06044965586116918a0762bb8c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=iMilitary, condition_col=iVietnam.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMilitary", + "condition_col": "iVietnam", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b58075474ca06044965586116918a0762bb8c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=iMilitary, condition_col=iVietnam.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMilitary", + "condition_col": "iVietnam", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d34632b4da5396e43245508fae8da039870a6655 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-ad5c-7b13-988b-0f5ce291b5cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b33092a243ea2c8977529f16454c7a8b0ab920da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-ad5c-7b13-988b-0f5ce291b5cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a71170c40b85fe7890296ca5bb5d904e49307ff4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-ca07-7732-b0b6-af95b4867da8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f4008e36bf526eb5f18da0f5855d9ad42e584b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-ca07-7732-b0b6-af95b4867da8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/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/c13/artifacts/v2q_c13_a5fa485f76f124f4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a5fa485f76f124f4/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/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4844d8ce961b1ad9cad6bff4e6018b1a149c9f95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:24.943177+00:00", + "ended_at": "2026-05-19T16:25:28.268358+00:00", + "elapsed_ms": 3325.12, + "returncode": 1, + "prompt_metrics": { + "chars": 27619, + "bytes_utf8": 27619, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6fd759aa3a2994b669a24210d5d0a5f44024a4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:29.271097+00:00", + "ended_at": "2026-05-19T16:25:32.592288+00:00", + "elapsed_ms": 3321.14, + "returncode": 1, + "prompt_metrics": { + "chars": 27619, + "bytes_utf8": 27619, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f409d6db59d407a88eab8050e808aadbf5f886aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=iSept80.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSept80", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f409d6db59d407a88eab8050e808aadbf5f886aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=iSept80.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSept80", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..170fb0dcc506b48dcc5eae4e18d961f4adbf2ba3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-6e40-7200-bff7-bd5abe1f7fe9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..339e4806fb3716ba62157f2bcf073fa4f02fea92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-6e40-7200-bff7-bd5abe1f7fe9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ac20fec7c52614eb4ef05604a81e6b1262b9cbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-7f54-77e0-82e6-7ce3e1659244"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e680d48da87788fa8cf63013f14487c5e557c7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-7f54-77e0-82e6-7ce3e1659244"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/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/c13/artifacts/v2q_c13_a6baf01c41372317/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6baf01c41372317/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/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3581ea0fe55d3e2548c45dbaf1879dc23e5186bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:52.896682+00:00", + "ended_at": "2026-05-19T16:27:56.451588+00:00", + "elapsed_ms": 3554.86, + "returncode": 1, + "prompt_metrics": { + "chars": 27713, + "bytes_utf8": 27713, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e24346c3b4fa827db9969129e5f49d3ef6673230 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:57.455810+00:00", + "ended_at": "2026-05-19T16:28:01.045821+00:00", + "elapsed_ms": 3589.94, + "returncode": 1, + "prompt_metrics": { + "chars": 27713, + "bytes_utf8": 27713, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92bfd9812a507612e9a961fb0264833972b61b0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=dYrsserv, measure_col=iRspouse.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dYrsserv", + "measure_col": "iRspouse", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..92bfd9812a507612e9a961fb0264833972b61b0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=dYrsserv, measure_col=iRspouse.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dYrsserv", + "measure_col": "iRspouse", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..094834cfe8a51f2b857d85dda02e5494ee604327 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-b01e-7ed0-9af3-da9c4f2a9f27"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0db9ed6d31323b57bdcb053f5f254e02d680eed0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-b01e-7ed0-9af3-da9c4f2a9f27"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42bee1458676c7a078569b59811f9ffb55c8747a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-c20c-7d82-9945-bcb24ddb7d52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcb1d4a594d8df4f143ce0d2283a3c1767428d35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-c20c-7d82-9945-bcb24ddb7d52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/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/c13/artifacts/v2q_c13_a7d5449cb9bd846b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a7d5449cb9bd846b/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/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6003e00c7dbf637b34ad5c6b67c9adc04a4c9e4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:39.305368+00:00", + "ended_at": "2026-05-19T16:26:42.411808+00:00", + "elapsed_ms": 3106.39, + "returncode": 1, + "prompt_metrics": { + "chars": 27626, + "bytes_utf8": 27626, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65a439dcc0e5db0d0f7ce6e774d2fe1ec33d056f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:43.415082+00:00", + "ended_at": "2026-05-19T16:26:46.878074+00:00", + "elapsed_ms": 3462.85, + "returncode": 1, + "prompt_metrics": { + "chars": 27626, + "bytes_utf8": 27626, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b26ea361a88d424d882aacbc79a82ab1b68aec9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=iTmpabsnt.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iTmpabsnt", + "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": 2.25, + "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": "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/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b26ea361a88d424d882aacbc79a82ab1b68aec9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=iTmpabsnt.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iTmpabsnt", + "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": 2.25, + "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": "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/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05285a574e6810a9c996dc793db465b33167b200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-90ad-7f53-af78-782c500ff63e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89ef2c650d6b1135be91abdc1fcbf6d57a969dff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-90ad-7f53-af78-782c500ff63e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..54ebd004667cbc653e9d37066041facf91670a90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-a0de-7af0-8f78-cab880d80350"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea203167e642ee41de152dda421c702e81c969d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-a0de-7af0-8f78-cab880d80350"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/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/c13/artifacts/v2q_c13_a81950d115cfdb95/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a81950d115cfdb95/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/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d7fb50acc5acca4124ba76ed8c37aaab4bb8292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27631, "bytes_utf8": 27631, "lines": 924, "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": 27631, "bytes_utf8": 27631, "lines": 924, "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": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20958, "cached_input_tokens": 12032, "output_tokens": 451, "reasoning_output_tokens": 349}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63c86db374982a08ff609e642c9d0c66062fe338 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/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": "c13", + "model": "v2-cli:codex", + "run_id": "v2q_c13_a85d5a61525091ad", + "api_calls": 0, + "input_tokens": 20958, + "cached_input_tokens": 12032, + "output_tokens": 451, + "total_tokens": 21409, + "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": 14338.52, + "sql_execution_elapsed_ms_total": 1365.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/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/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9925b8a9c181843f317b90c53f294496097e6253 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:56.449028+00:00", + "ended_at": "2026-05-19T16:03:59.274970+00:00", + "elapsed_ms": 2825.9, + "returncode": 1, + "prompt_metrics": { + "chars": 27631, + "bytes_utf8": 27631, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e46ab786940e14061dba89f50f16f2b31e9a2f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/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": "2026-05-19T16:04:00.277502+00:00", + "ended_at": "2026-05-19T16:04:11.790165+00:00", + "elapsed_ms": 11512.62, + "prompt_metrics": { + "chars": 27631, + "bytes_utf8": 27631, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 739, + "bytes_utf8": 739, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 385, + "bytes_utf8": 385, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20958, + "cached_input_tokens": 12032, + "output_tokens": 451, + "reasoning_output_tokens": 349 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4245630ea8b266d03b1f71d951ce6d8cd310475c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=iClass, measure_col=iCitizen.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "iClass", + "measure_col": "iCitizen", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4245630ea8b266d03b1f71d951ce6d8cd310475c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=iClass, measure_col=iCitizen.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "iClass", + "measure_col": "iCitizen", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b338e702c3c8fe9dd85e4a1167d8ad97e0ef2593 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-c4bb-7f12-9c49-9c611188be23"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d13317a1737511a8a39e2607635e0456f6b5b30a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-c4bb-7f12-9c49-9c611188be23"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e95a4b3fb590483f6b02b4c26f89082fa1f6f390 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-d3c0-71c0-97b0-0e305a450b00"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"iClass\\\", SUM(CAST(\\\"iCitizen\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c13\\\"\\nGROUP BY \\\"iClass\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped numeric sum template with \\\"iClass\\\" as the grouping column and \\\"iCitizen\\\" as the summed measure. CAST was added because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20958,"cached_input_tokens":12032,"output_tokens":451,"reasoning_output_tokens":349}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..703a783038737fcd3a28af31519a22d3a319d010 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"iClass\", SUM(CAST(\"iCitizen\" AS NUMERIC)) AS total_measure\nFROM \"c13\"\nGROUP BY \"iClass\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped numeric sum template with \"iClass\" as the grouping column and \"iCitizen\" as the summed measure. CAST was added because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/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/c13/artifacts/v2q_c13_a85d5a61525091ad/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a85d5a61525091ad/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/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..195a86cac659d4c5d80a756b17ff7714f998b2a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:03.573156+00:00", + "ended_at": "2026-05-19T16:27:06.862077+00:00", + "elapsed_ms": 3288.87, + "returncode": 1, + "prompt_metrics": { + "chars": 27710, + "bytes_utf8": 27710, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fcf5239e42d34aa3a8bbfe3715d2cf1c93e75098 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:07.865596+00:00", + "ended_at": "2026-05-19T16:27:10.857959+00:00", + "elapsed_ms": 2992.31, + "returncode": 1, + "prompt_metrics": { + "chars": 27710, + "bytes_utf8": 27710, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5e9c508f8a0c6f4191b08fb69d92c8fd7bfc1ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=iWWII, measure_col=iRlabor.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iWWII", + "measure_col": "iRlabor", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5e9c508f8a0c6f4191b08fb69d92c8fd7bfc1ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=iWWII, measure_col=iRlabor.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iWWII", + "measure_col": "iRlabor", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b7657795dadfe48de3da71598681085ead96b12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-ef98-7f00-969d-2f84cbc18f32"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..769b1c214adb56f19cb7a24695357ae5411170ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-ef98-7f00-969d-2f84cbc18f32"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7254a768ba0cf2a2627b3c38af3c984083d3a98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-0039-7841-bf75-b42966a5bcbd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b47edeaba98049d30105d16cbfde352b6c2779c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-0039-7841-bf75-b42966a5bcbd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/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/c13/artifacts/v2q_c13_a9f75236c35296a4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9f75236c35296a4/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/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cdc4d09b517a01cddba56be90fc8caf77e5d68b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:50.345463+00:00", + "ended_at": "2026-05-19T16:23:53.898739+00:00", + "elapsed_ms": 3553.21, + "returncode": 1, + "prompt_metrics": { + "chars": 27564, + "bytes_utf8": 27564, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4f608c92c82ea352b006e277994b86b3719230d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:54.903054+00:00", + "ended_at": "2026-05-19T16:24:00.071767+00:00", + "elapsed_ms": 5168.64, + "returncode": 1, + "prompt_metrics": { + "chars": 27564, + "bytes_utf8": 27564, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..508e91d405579aaface494351925503850276dd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dHours.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "dHours", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..508e91d405579aaface494351925503850276dd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dHours.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "dHours", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e07caa39fcb0e61948988adc68fe67247fd743cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-fcc0-7031-9403-abbe3ed5e9dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02859ef115cf47d837ee98eb6a5171c0fd658c45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-fcc0-7031-9403-abbe3ed5e9dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1611156518a62f2b1ac2bf5aa469df99420c81f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-0ece-7ba1-9849-15672d6a2400"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17b4677e4436ca61fa3ec9b741a4e54960380711 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-0ece-7ba1-9849-15672d6a2400"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/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/c13/artifacts/v2q_c13_ae7e00cbce1df650/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae7e00cbce1df650/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/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2c759d00c6145d063c9a917cb879d8e3eb148643 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:16.741005+00:00", + "ended_at": "2026-05-19T16:13:20.025604+00:00", + "elapsed_ms": 3284.57, + "returncode": 1, + "prompt_metrics": { + "chars": 27799, + "bytes_utf8": 27799, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9230272adeb9df1e82b9660a7dcadbeebd1a772f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:21.028528+00:00", + "ended_at": "2026-05-19T16:13:23.877382+00:00", + "elapsed_ms": 2848.81, + "returncode": 1, + "prompt_metrics": { + "chars": 27799, + "bytes_utf8": 27799, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eb1fce278592cc67c3622fa7baecd39189df4a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dHours.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "dHours", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eb1fce278592cc67c3622fa7baecd39189df4a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dHours.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "dHours", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c12a8963fcd90a6d044cccda3dfdd1bb51eab154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-5166-70a0-84f0-51462a8d2e66"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fff24e65d78d7b3b7929bc924346999cf8c62c04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-5166-70a0-84f0-51462a8d2e66"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6abe5aa38b1bcb82553c706d7632d85e90e0f4ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-61fe-76a1-b4f4-736b7c6ad1f3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8ef7103a6f4c49162a85604603c06017a423b16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-61fe-76a1-b4f4-736b7c6ad1f3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/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/c13/artifacts/v2q_c13_b1381167c12f85af/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b1381167c12f85af/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/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..468759f042b7b050bcd92d459ca78a75da3af297 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:54.147078+00:00", + "ended_at": "2026-05-19T16:16:00.267303+00:00", + "elapsed_ms": 6120.19, + "returncode": 1, + "prompt_metrics": { + "chars": 28184, + "bytes_utf8": 28184, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..557ea05b7a9a425a16cde20b4d34c10f625d3bef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:01.269717+00:00", + "ended_at": "2026-05-19T16:16:04.362828+00:00", + "elapsed_ms": 3093.07, + "returncode": 1, + "prompt_metrics": { + "chars": 28184, + "bytes_utf8": 28184, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44c83befc32dd31056e074340267e2e13dd0c60b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=iFeb55, measure_col=iRagechld.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iFeb55", + "measure_col": "iRagechld", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..44c83befc32dd31056e074340267e2e13dd0c60b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=iFeb55, measure_col=iRagechld.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iFeb55", + "measure_col": "iRagechld", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e773ed4fee98f1d3f991a118c72a235b76b027d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b81f-70f3-9b9e-0eac5d01936b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..777d5a311d4ae9c957221c481fa26bb878ec1354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b81f-70f3-9b9e-0eac5d01936b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..530011a16a486999d6f3e51b3628eb75e7c996c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-d3fa-7832-8aac-3b96d3074df9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d8d65710422288ac78d13f8af5518efe3b6bf23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-d3fa-7832-8aac-3b96d3074df9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/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/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b3f86bd1de6a99fd/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/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33d0dee9b50f389c6c487e861c55427391c45f1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:08.521053+00:00", + "ended_at": "2026-05-19T16:23:11.821819+00:00", + "elapsed_ms": 3300.71, + "returncode": 1, + "prompt_metrics": { + "chars": 27884, + "bytes_utf8": 27884, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..64bf1b817b0841e0eb293a13a0e7cac860c3c01d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:12.825408+00:00", + "ended_at": "2026-05-19T16:23:16.273489+00:00", + "elapsed_ms": 3448.02, + "returncode": 1, + "prompt_metrics": { + "chars": 27884, + "bytes_utf8": 27884, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a50d3990f1e9cca948b8d514d55664b31e23867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=iPerscare, condition_col=iYearwrk.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iPerscare", + "condition_col": "iYearwrk", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a50d3990f1e9cca948b8d514d55664b31e23867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=iPerscare, condition_col=iYearwrk.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iPerscare", + "condition_col": "iYearwrk", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7be278dad66e1aacefe24401f689b4bbee16848 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5995-7a20-a7b0-cfdf14165da1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21cf2704ae52bee1644a13647cb1452d3c330cd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-6a26-7d93-90fa-5a2254c9a2d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c73a2ce068f41d52b1349650b8fd1a27245eaba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-6a26-7d93-90fa-5a2254c9a2d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/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/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/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/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ef0d0760ad7448827e85d741d70a79338aa70b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:32.389328+00:00", + "ended_at": "2026-05-19T16:24:36.614341+00:00", + "elapsed_ms": 4224.95, + "returncode": 1, + "prompt_metrics": { + "chars": 27564, + "bytes_utf8": 27564, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..92a7f4b42de668c2bb25bd432009c3a9b80af9f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:37.617206+00:00", + "ended_at": "2026-05-19T16:24:41.017543+00:00", + "elapsed_ms": 3400.28, + "returncode": 1, + "prompt_metrics": { + "chars": 27564, + "bytes_utf8": 27564, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2f608c36c272efdf3d0f39ca84c6ed7951c431b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=iLang1.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "iLang1", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2f608c36c272efdf3d0f39ca84c6ed7951c431b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=iLang1.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "iLang1", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3370aacafdc52b895a5a5a48c7d1509806545247 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-a10b-7690-818e-d9f5db0e3363"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4ffc60e70e4401f2e0a3174865270df5d5f8cbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-a10b-7690-818e-d9f5db0e3363"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c9a4fe458f889238ef620dd5c53c647fbe73a4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-b567-76a3-83b9-29dda0987efb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fc383c9a2ed344108abab7193b8b8e520f84658 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-b567-76a3-83b9-29dda0987efb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/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/c13/artifacts/v2q_c13_bbc98f55824795db/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_bbc98f55824795db/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/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..71ddb9816df01e3d4f3e70f90955ec19c6cf4cc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:50.416848+00:00", + "ended_at": "2026-05-19T16:16:53.784193+00:00", + "elapsed_ms": 3367.29, + "returncode": 1, + "prompt_metrics": { + "chars": 28189, + "bytes_utf8": 28189, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ae4821600eff826b5e0b2013f8edd2e89bf14a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:54.787937+00:00", + "ended_at": "2026-05-19T16:16:58.375458+00:00", + "elapsed_ms": 3587.46, + "returncode": 1, + "prompt_metrics": { + "chars": 28189, + "bytes_utf8": 28189, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42d2a3920ccda049f0d24193d6514f3e82cb9888 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=dHour89, measure_col=iRemplpar.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dHour89", + "measure_col": "iRemplpar", + "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": 121.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..42d2a3920ccda049f0d24193d6514f3e82cb9888 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=dHour89, measure_col=iRemplpar.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dHour89", + "measure_col": "iRemplpar", + "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": 121.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..666121a34005045e1eac703c226e0dfbf1ae1f5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-946d-7612-bfa9-76eccbe3e4c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ea23dfc0f0167b99803c7ec45eeddfc1f63b0b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-946d-7612-bfa9-76eccbe3e4c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaa21248ac4b4aefd62f56be02e2f71c25247653 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a577-7a70-9695-b235296420e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..675bce411fa3474fd712144798a6253c73ab1447 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a577-7a70-9695-b235296420e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/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/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c75d11f92ee5b5b1/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/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43fad24df80d812a8ad18223831a5956d27e3094 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:50.677807+00:00", + "ended_at": "2026-05-19T16:06:54.037275+00:00", + "elapsed_ms": 3359.44, + "returncode": 1, + "prompt_metrics": { + "chars": 28035, + "bytes_utf8": 28035, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..257258f8ecabee3ccd614b7979b8fac70e159689 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:55.039633+00:00", + "ended_at": "2026-05-19T16:06:59.237915+00:00", + "elapsed_ms": 4198.25, + "returncode": 1, + "prompt_metrics": { + "chars": 28035, + "bytes_utf8": 28035, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f318990e437f9b53e9b9dfc7af66a22a465d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=iKorean, measure_col=iPerscare.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iKorean", + "measure_col": "iPerscare", + "item_col": "caseid", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f318990e437f9b53e9b9dfc7af66a22a465d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=iKorean, measure_col=iPerscare.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iKorean", + "measure_col": "iPerscare", + "item_col": "caseid", + "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": 1.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e7d004f7edf61a07e14f695b9153ff6c1027efe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-6d58-73e3-b952-6bb119cbc351"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..308ad7f273c58e16ef14847162d7356571a421ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-6d58-73e3-b952-6bb119cbc351"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a771d10ede029974e6bb5753511b5c2692985d64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7e45-79b2-8cd9-55c397aa0b19"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad6a4b2ea2b662c6809a24bfd9cb23f971a173bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7e45-79b2-8cd9-55c397aa0b19"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/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/c13/artifacts/v2q_c13_c79fb80913254501/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c79fb80913254501/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/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0038a091d5eb603d565ca85bc74d2aaad0ff28d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:35.775128+00:00", + "ended_at": "2026-05-19T16:28:38.889796+00:00", + "elapsed_ms": 3114.62, + "returncode": 1, + "prompt_metrics": { + "chars": 27719, + "bytes_utf8": 27719, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f209f527137604a21a1d37d040f994f39def52c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:39.893441+00:00", + "ended_at": "2026-05-19T16:28:43.629891+00:00", + "elapsed_ms": 3736.38, + "returncode": 1, + "prompt_metrics": { + "chars": 27719, + "bytes_utf8": 27719, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd3d54688a278a9b0cfd7184029c43a300816956 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=dAncstry1, measure_col=iSchool.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAncstry1", + "measure_col": "iSchool", + "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": 1.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd3d54688a278a9b0cfd7184029c43a300816956 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=dAncstry1, measure_col=iSchool.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAncstry1", + "measure_col": "iSchool", + "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": 1.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aad6d6660cb015df96cad10a9cbfe2d94425d5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-57d9-7472-8195-e16a88cfbfc8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..256fc964865db84722ed726d4ed80c786ec34db0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-57d9-7472-8195-e16a88cfbfc8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28861a6dc5d5eed86bd39cc8dbb23202823348c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-67ca-7ff2-b5bb-70422786fadd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bebb6e2dcc02fa653827e721db4f0f726124723e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-67ca-7ff2-b5bb-70422786fadd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/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/c13/artifacts/v2q_c13_d108815ee4a59921/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d108815ee4a59921/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/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e30f0f2e62cfe6d3bb5937282191430969ddda88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:28.417226+00:00", + "ended_at": "2026-05-19T16:10:31.787069+00:00", + "elapsed_ms": 3369.81, + "returncode": 1, + "prompt_metrics": { + "chars": 28034, + "bytes_utf8": 28034, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d53b567197ad669b43107c783c3f2f1ccc9eddf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:32.789584+00:00", + "ended_at": "2026-05-19T16:10:35.719766+00:00", + "elapsed_ms": 2930.15, + "returncode": 1, + "prompt_metrics": { + "chars": 28034, + "bytes_utf8": 28034, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d21eb87b86836ec736d7c34fb538a78cd8c92e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=dOccup, measure_col=iRlabor.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "dOccup", + "measure_col": "iRlabor", + "item_col": "caseid", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d21eb87b86836ec736d7c34fb538a78cd8c92e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,926 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=dOccup, measure_col=iRlabor.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "dOccup", + "measure_col": "iRlabor", + "item_col": "caseid", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c63514f102911a91a89ed0fb206dd38ddff090a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-bfc2-78f3-9969-cd1e8534417b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1a4378f7bca43a828c7d5322dfd8d4aef1c46e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-bfc2-78f3-9969-cd1e8534417b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9366ef7fa7cae77cd5921d918d60dea710357c9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-d0d6-75f0-a9f9-1a3d3f3510f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c2439c8b40b3bf236ff211c6c74a727c1a699e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-d0d6-75f0-a9f9-1a3d3f3510f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/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/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d1439f2b4eb2acd3/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/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a87b6cd3ea6a85bff1e2b9d1823da047da1a1728 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:25.451720+00:00", + "ended_at": "2026-05-19T16:23:28.644852+00:00", + "elapsed_ms": 3193.08, + "returncode": 1, + "prompt_metrics": { + "chars": 27567, + "bytes_utf8": 27567, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..baca7c20733e337a7e7d855fce45ca84afc75bb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:29.647594+00:00", + "ended_at": "2026-05-19T16:23:33.692368+00:00", + "elapsed_ms": 4044.72, + "returncode": 1, + "prompt_metrics": { + "chars": 27567, + "bytes_utf8": 27567, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63065e6679588f3ea44a974fdfc5d642a69c2dcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=iFertil.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "iFertil", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..63065e6679588f3ea44a974fdfc5d642a69c2dcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=iFertil.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "iFertil", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8d1ae89546d8daa9d60f62eb4280354515f21a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-9b7d-73c0-9fe1-504a2d7eb697"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e1d22f16058620f16f95d2b6d0b17d7b977bd35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-9b7d-73c0-9fe1-504a2d7eb697"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5e8c3f2e7b99179b9aa2e1010b48eeaf6a7915f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-abec-79c3-8dfc-da91f1c5fc01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..afff45b35f9875dea70535454564c3549c7d4aa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-abec-79c3-8dfc-da91f1c5fc01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/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/c13/artifacts/v2q_c13_d22102de1aba8c0a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d22102de1aba8c0a/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/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c8098a763db82c48ade2e0ea1866f1d6735c93a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:09.549430+00:00", + "ended_at": "2026-05-19T16:13:12.467641+00:00", + "elapsed_ms": 2918.18, + "returncode": 1, + "prompt_metrics": { + "chars": 27800, + "bytes_utf8": 27800, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..748217129d826aac1fe7cac2f44c50e94d6e35b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:13.470844+00:00", + "ended_at": "2026-05-19T16:13:16.578251+00:00", + "elapsed_ms": 3107.36, + "returncode": 1, + "prompt_metrics": { + "chars": 27800, + "bytes_utf8": 27800, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f97cc5a402ec44fe586ddc7ce05485b61c2cfffa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dHour89.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "dHour89", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f97cc5a402ec44fe586ddc7ce05485b61c2cfffa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dHour89.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "dHour89", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea52c28455afb312c185094ef31334ebb22555a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-353a-7f12-87c2-c40cfbab27f5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c8c48a411221c339613f0f1dc41d3e78cf56a1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-353a-7f12-87c2-c40cfbab27f5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7749c70681c380a83e0f0cf952db64bdc520d9f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-448c-7d92-8f76-db8ed8f00b7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..03dd38acf66697c4adf49b0434dc9ae2eb01956b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-448c-7d92-8f76-db8ed8f00b7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/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/c13/artifacts/v2q_c13_dea94b2f1d7967a9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_dea94b2f1d7967a9/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/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac45e7809ead9e85e125a9db063923677af2c3a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:15.256814+00:00", + "ended_at": "2026-05-19T16:12:18.301088+00:00", + "elapsed_ms": 3044.24, + "returncode": 1, + "prompt_metrics": { + "chars": 27935, + "bytes_utf8": 27935, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee635ea4c9fb6df3d30c205f3e83868a3a1d79d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:19.303068+00:00", + "ended_at": "2026-05-19T16:12:22.577359+00:00", + "elapsed_ms": 3274.26, + "returncode": 1, + "prompt_metrics": { + "chars": 27935, + "bytes_utf8": 27935, + "lines": 928, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d8815016c6bb0c2104bec09df96ba27f982882a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iRvetserv.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iRvetserv", + "predicate_col": "iRrelchld", + "predicate_op": "=", + "predicate_value": "1", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d8815016c6bb0c2104bec09df96ba27f982882a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,928 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iRvetserv.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iRvetserv", + "predicate_col": "iRrelchld", + "predicate_op": "=", + "predicate_value": "1", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd045937b662929bd5c8975e8d6b63462c034fac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-613f-71d3-a823-cd61673709ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19d0d3648a2c1235bdd7c95d95346af71e9565f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-613f-71d3-a823-cd61673709ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22b499d862786d18f99a83c5e86e1ea651f71253 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-70d5-7bd0-adcd-993b5aa7dd95"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..47f6c43cbbce355d3b2a004b69075d358781599d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-70d5-7bd0-adcd-993b5aa7dd95"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/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/c13/artifacts/v2q_c13_e707ce76c79faa62/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e707ce76c79faa62/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/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a927fc2bcd94ae183910211c61dd86cc5cee483e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:58.680258+00:00", + "ended_at": "2026-05-19T16:17:02.825314+00:00", + "elapsed_ms": 4144.97, + "returncode": 1, + "prompt_metrics": { + "chars": 28191, + "bytes_utf8": 28191, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6a98a0a83b2ccd7e1b53f4fba785656bc7108be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:03.827886+00:00", + "ended_at": "2026-05-19T16:17:07.339447+00:00", + "elapsed_ms": 3511.51, + "returncode": 1, + "prompt_metrics": { + "chars": 28191, + "bytes_utf8": 28191, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f908cf30395bcd4a0ce60af0a8810305beaae6cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=dHour89, measure_col=iRemplpar.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dHour89", + "measure_col": "iRemplpar", + "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": 117.76, + "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": "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/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f908cf30395bcd4a0ce60af0a8810305beaae6cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=dHour89, measure_col=iRemplpar.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dHour89", + "measure_col": "iRemplpar", + "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": 117.76, + "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": "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/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ad6c1379ccc17abb4ac9d8a3282374d88134d30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b4ad-77a1-bb6d-efe72124a63c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a14082bc2143f2e1a5732e8a5d7f565a7268db6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b4ad-77a1-bb6d-efe72124a63c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d70e8f8a81babab0440f499dc568c357146a332 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c8db-77f0-86f5-1ae87c6cac90"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cad082211a8baee78a07fdb0785e12bd20d78e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c8db-77f0-86f5-1ae87c6cac90"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/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/c13/artifacts/v2q_c13_ec752445c66582bd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ec752445c66582bd/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/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d98fbe57b1ab77033f5403c745f79ab81daccdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:00.259555+00:00", + "ended_at": "2026-05-19T16:15:06.587388+00:00", + "elapsed_ms": 6327.8, + "returncode": 1, + "prompt_metrics": { + "chars": 28179, + "bytes_utf8": 28179, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c55933af2105c2797788375c2796358c0dc0e1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:07.590415+00:00", + "ended_at": "2026-05-19T16:15:11.755134+00:00", + "elapsed_ms": 4164.67, + "returncode": 1, + "prompt_metrics": { + "chars": 28179, + "bytes_utf8": 28179, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ccf9a9e1f688ff73090c1047d69445b3af9c57e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=iDisabl1, measure_col=dPOB.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iDisabl1", + "measure_col": "dPOB", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ccf9a9e1f688ff73090c1047d69445b3af9c57e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=iDisabl1, measure_col=dPOB.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iDisabl1", + "measure_col": "dPOB", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bf0453c651bf4cbeed1c96c81b02c338b0d5409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-e5be-7ff0-9639-ff659ba04a4a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7fa42bd31de539fb0ce6ecba23cdbb617b1513d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-e5be-7ff0-9639-ff659ba04a4a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5de20c504259af16bf98f35dad1152bcecb20c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0259-7dc3-be60-89113bfb1b1e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d856eae1f3a3a5f247ee5f6706fd96c3af2b1862 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0259-7dc3-be60-89113bfb1b1e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/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/c13/artifacts/v2q_c13_f28c965c840b24d3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f28c965c840b24d3/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/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa23109e9ea760e6d6578d2d6958a3d5dc3923f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:07.512824+00:00", + "ended_at": "2026-05-19T16:22:11.171109+00:00", + "elapsed_ms": 3658.24, + "returncode": 1, + "prompt_metrics": { + "chars": 27875, + "bytes_utf8": 27875, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e184447ff9368afb756bff4e2945892bf047afd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:12.175283+00:00", + "ended_at": "2026-05-19T16:22:20.809503+00:00", + "elapsed_ms": 8634.15, + "returncode": 1, + "prompt_metrics": { + "chars": 27875, + "bytes_utf8": 27875, + "lines": 927, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..444c6888123c6fdc92698745139f3ae2c29e7299 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=iMobillim, condition_col=iWork89.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMobillim", + "condition_col": "iWork89", + "condition_value": "2", + "positive_value": "1", + "negative_value": "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..444c6888123c6fdc92698745139f3ae2c29e7299 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,927 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=iMobillim, condition_col=iWork89.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMobillim", + "condition_col": "iWork89", + "condition_value": "2", + "positive_value": "1", + "negative_value": "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93f1afdbaec6f6b2ed8b4fc76e28b709eb7c68a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-6aaa-7c31-9dfc-1566e08ed200"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..088dca1e743f90f18f89c03904c09c9848ad0afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-6aaa-7c31-9dfc-1566e08ed200"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c6d7da059f67245ffa4f49788441d389f9c9033 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-7d55-79c1-8d4b-dab34463b61b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..94c78b89b5cd3b9e33dd1490dbbfdde9b7b46888 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-7d55-79c1-8d4b-dab34463b61b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/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/c13/artifacts/v2q_c13_f798e3ad95af1ac7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f798e3ad95af1ac7/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/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..efa831b825fc36750fe490d2471f50fc6d8d8e4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:14.198126+00:00", + "ended_at": "2026-05-19T16:24:19.707861+00:00", + "elapsed_ms": 5509.68, + "returncode": 1, + "prompt_metrics": { + "chars": 27568, + "bytes_utf8": 27568, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90bf324e026901d36e0a2d9ddad3f99ebb13ceff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:20.711513+00:00", + "ended_at": "2026-05-19T16:24:24.146275+00:00", + "elapsed_ms": 3434.71, + "returncode": 1, + "prompt_metrics": { + "chars": 27568, + "bytes_utf8": 27568, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47ad88a6e15635d442afca1d0772417c53db26ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dIncome1.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "dIncome1", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..47ad88a6e15635d442afca1d0772417c53db26ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,922 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=dIncome1.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "dIncome1", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72a04e21d213fd2298601fbbb27cfbf02165b852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-59e9-79f3-be83-e5baa92653c6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34e1ba59224dd4f27c054a1ef02ab9a1e2f9d883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-59e9-79f3-be83-e5baa92653c6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dafc4d8b03b98ac765bafa30a23a720be4cb8d8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-7352-7981-ad94-5340fa7e54fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5a86b2e96d174da50a40c95f0b462041d36c36d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-7352-7981-ad94-5340fa7e54fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/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/c13/artifacts/v2q_c13_fd8baed472482d15/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/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/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..823961d5b189e2ecd32bab62d7f877084a9a0da3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27630, "bytes_utf8": 27630, "lines": 924, "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": 27630, "bytes_utf8": 27630, "lines": 924, "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": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20958, "cached_input_tokens": 12032, "output_tokens": 429, "reasoning_output_tokens": 322}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..54350e2bbc3f9e97767cce76cddf2b31dece7ded --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/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": "c13", + "model": "v2-cli:codex", + "run_id": "v2q_c13_fde55532f7a9ef2b", + "api_calls": 0, + "input_tokens": 20958, + "cached_input_tokens": 12032, + "output_tokens": 429, + "total_tokens": 21387, + "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": 13942.21, + "sql_execution_elapsed_ms_total": 1130.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/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/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f84da3500f70405752cdb991a9340f54d9eb1e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:24.546499+00:00", + "ended_at": "2026-05-19T16:03:27.847138+00:00", + "elapsed_ms": 3300.61, + "returncode": 1, + "prompt_metrics": { + "chars": 27630, + "bytes_utf8": 27630, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d5e6f795c999e7a54cea0bcfb32521c159f02dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/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": "2026-05-19T16:03:28.849694+00:00", + "ended_at": "2026-05-19T16:03:39.491329+00:00", + "elapsed_ms": 10641.6, + "prompt_metrics": { + "chars": 27630, + "bytes_utf8": 27630, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 744, + "bytes_utf8": 744, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 378, + "bytes_utf8": 378, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20958, + "cached_input_tokens": 12032, + "output_tokens": 429, + "reasoning_output_tokens": 322 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b34cb02d1ff908139347f4d8cc3bd83efb29122 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=iCitizen, measure_col=iAvail.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "iCitizen", + "measure_col": "iAvail", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b34cb02d1ff908139347f4d8cc3bd83efb29122 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,924 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c13 +- dataset_name: Us Census Data 1990 +- table_name: c13 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`. +- task_type: classification +- target_column: iClass +- main_row_count: 2458285 +- important_fields: +- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid. +- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge. +- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1. +- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2. +- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail. +- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen. +- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass. +- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart. +- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1. +- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2. +- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish. +- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55. +- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil. +- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic. +- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89. +- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours. +- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr. +- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1. +- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2. +- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3. +- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4. +- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5. +- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6. +- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7. +- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8. +- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry. +- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean. +- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1. +- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking. +- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital. +- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880. +- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans. +- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary. +- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility. +- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim. +- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup. +- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv. +- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare. +- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB. +- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty. +- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1. +- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld. +- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning. +- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1. +- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2. +- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar. +- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders. +- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor. +- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld. +- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome. +- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB. +- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld. +- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse. +- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv. +- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool. +- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80. +- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex. +- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1. +- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2. +- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt. +- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime. +- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam. +- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89. +- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89. +- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk. +- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII. +- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch. +- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk. +- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv. +- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']] +- fields_requiring_caution: ['iClass'] +- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990 + +SQLite schema snapshot: +{ + "table_name": "c13", + "quoted_table_name": "\"c13\"", + "row_count": 2458285, + "columns": [ + { + "name": "caseid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAge", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dAncstry2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iAvail", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iCitizen", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iClass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dDepart", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iDisabl2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iEnglish", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFeb55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iFertil", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHispanic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHour89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dHours", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iImmigr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIncome8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dIndustry", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iKorean", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLang1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iLooking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMarital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMay75880", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMeans", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMilitary", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobility", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iMobillim", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dOccup", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iOthrserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iPerscare", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPoverty", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dPwgt1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRagechld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRearning", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRelat2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRemplpar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRiders", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRlabor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRownchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dRpincome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRPOB", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRrelchld", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRspouse", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iRvetserv", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSchool", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSept80", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iSubfam2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iTmpabsnt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dTravtime", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iVietnam", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dWeek89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWork89", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWorklwk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iWWII", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearsch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "iYearwrk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dYrsserv", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "caseid": "10000", + "dAge": "5", + "dAncstry1": "0", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "5", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "1", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "2", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "1", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "10", + "iKorean": "0", + "iLang1": "1", + "iLooking": "0", + "iMarital": "1", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "2", + "iMobillim": "2", + "dOccup": "3", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "3", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "3", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "3", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "3", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "5", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "11", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10001", + "dAge": "6", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "5", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "1", + "dHours": "1", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "1", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "2", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10002", + "dAge": "3", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "7", + "dDepart": "4", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "1", + "dHispanic": "0", + "dHour89": "4", + "dHours": "4", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "1", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "1", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "4", + "iMay75880": "0", + "iMeans": "10", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "4", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "2", + "iRelat1": "2", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "6", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "2", + "iVietnam": "0", + "dWeek89": "2", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10003", + "dAge": "4", + "dAncstry1": "1", + "dAncstry2": "2", + "iAvail": "0", + "iCitizen": "0", + "iClass": "1", + "dDepart": "3", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "3", + "dHours": "3", + "iImmigr": "0", + "dIncome1": "1", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "0", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "1", + "dIndustry": "4", + "iKorean": "0", + "iLang1": "2", + "iLooking": "0", + "iMarital": "2", + "iMay75880": "0", + "iMeans": "1", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "2", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "2", + "dRearning": "2", + "iRelat1": "0", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "1", + "iRlabor": "1", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "10", + "iRrelchld": "0", + "iRspouse": "4", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "0", + "dTravtime": "1", + "iVietnam": "0", + "dWeek89": "1", + "iWork89": "1", + "iWorklwk": "1", + "iWWII": "0", + "iYearsch": "10", + "iYearwrk": "1", + "dYrsserv": "0" + }, + { + "caseid": "10004", + "dAge": "7", + "dAncstry1": "1", + "dAncstry2": "1", + "iAvail": "0", + "iCitizen": "0", + "iClass": "0", + "dDepart": "0", + "iDisabl1": "2", + "iDisabl2": "2", + "iEnglish": "0", + "iFeb55": "0", + "iFertil": "3", + "dHispanic": "0", + "dHour89": "0", + "dHours": "0", + "iImmigr": "0", + "dIncome1": "0", + "dIncome2": "0", + "dIncome3": "0", + "dIncome4": "0", + "dIncome5": "1", + "dIncome6": "0", + "dIncome7": "0", + "dIncome8": "0", + "dIndustry": "0", + "iKorean": "0", + "iLang1": "2", + "iLooking": "2", + "iMarital": "0", + "iMay75880": "0", + "iMeans": "0", + "iMilitary": "4", + "iMobility": "1", + "iMobillim": "2", + "dOccup": "0", + "iOthrserv": "0", + "iPerscare": "2", + "dPOB": "0", + "dPoverty": "2", + "dPwgt1": "1", + "iRagechld": "4", + "dRearning": "0", + "iRelat1": "1", + "iRelat2": "0", + "iRemplpar": "0", + "iRiders": "0", + "iRlabor": "6", + "iRownchld": "0", + "dRpincome": "2", + "iRPOB": "22", + "iRrelchld": "0", + "iRspouse": "1", + "iRvetserv": "0", + "iSchool": "1", + "iSept80": "0", + "iSex": "1", + "iSubfam1": "0", + "iSubfam2": "0", + "iTmpabsnt": "3", + "dTravtime": "0", + "iVietnam": "0", + "dWeek89": "0", + "iWork89": "2", + "iWorklwk": "2", + "iWWII": "0", + "iYearsch": "5", + "iYearwrk": "6", + "dYrsserv": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c13", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=iCitizen, measure_col=iAvail.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "iCitizen", + "measure_col": "iAvail", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f61aa303f5bcb2c7a9406f1c98c65acafb5a67da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-481d-7882-87a3-31afc6f418d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2eccca1d330d943c8b8bd088bcb9b3651826af4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-481d-7882-87a3-31afc6f418d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20d870a81199245510bc29034d6751ac3c5549ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-58f8-7420-acd9-3ec735fa55c0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"iCitizen\\\", SUM(CAST(\\\"iAvail\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c13\\\"\\nGROUP BY \\\"iCitizen\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"iCitizen\\\" and measure_col=\\\"iAvail\\\". Cast \\\"iAvail\\\" from TEXT to NUMERIC so SQLite sums values numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20958,"cached_input_tokens":12032,"output_tokens":429,"reasoning_output_tokens":322}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca8abd15b7845cca831863ba89f795190e424087 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"iCitizen\", SUM(CAST(\"iAvail\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c13\"\nGROUP BY \"iCitizen\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"iCitizen\" and measure_col=\"iAvail\". Cast \"iAvail\" from TEXT to NUMERIC so SQLite sums values numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/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/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fde55532f7a9ef2b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391