diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ddb045f1bb0daa3ed6026cc344ce7d4394ccf97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:47.132552+00:00", + "ended_at": "2026-05-19T16:12:50.320877+00:00", + "elapsed_ms": 3188.29, + "returncode": 1, + "prompt_metrics": { + "chars": 27931, + "bytes_utf8": 27931, + "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_0077eaecbc66628e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26159c1b39e48f670079b921057af9bf07bf60be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:51.323620+00:00", + "ended_at": "2026-05-19T16:12:54.311683+00:00", + "elapsed_ms": 2988.02, + "returncode": 1, + "prompt_metrics": { + "chars": 27931, + "bytes_utf8": 27931, + "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_0077eaecbc66628e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4a4809fd03a3a72f004b8f9069d25ec7001e00b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/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=iSubfam1.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iSubfam1", + "predicate_col": "iSept80", + "predicate_op": "=", + "predicate_value": "1", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4a4809fd03a3a72f004b8f9069d25ec7001e00b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/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=iSubfam1.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iSubfam1", + "predicate_col": "iSept80", + "predicate_op": "=", + "predicate_value": "1", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7835721cbd5179bbcc6d75b81b856d3bf59a549 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-dd93-7b41-bb79-a9133d6aee2d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_0077eaecbc66628e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c79fdf23011d421dc4c9568087fe895b3e0503d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-dd93-7b41-bb79-a9133d6aee2d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_0077eaecbc66628e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..155f9ecc101f179b66a70ea2771b82a1cfc5170e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ee0b-7f21-b34e-596d89eb1c9f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_0077eaecbc66628e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0fae486c579e37e00fbc4fb38804c21f04bef88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ee0b-7f21-b34e-596d89eb1c9f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_0077eaecbc66628e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/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_0077eaecbc66628e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0077eaecbc66628e/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_01f3bc0226dc642a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c852d5ce71dfd4405660d3d548ce6fd11fe60649 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27632, "bytes_utf8": 27632, "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": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20966, "cached_input_tokens": 12032, "output_tokens": 334, "reasoning_output_tokens": 218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fbea5cf1d09adda48b103f5e12c9438e46b36166 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/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_01f3bc0226dc642a", + "api_calls": 0, + "input_tokens": 20966, + "cached_input_tokens": 12032, + "output_tokens": 334, + "total_tokens": 21300, + "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": 9809.44, + "sql_execution_elapsed_ms_total": 1342.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/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_01f3bc0226dc642a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9ed91857ecd51664a2366f1bb63d3bb382ee4d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/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": "2026-05-19T16:05:01.240714+00:00", + "ended_at": "2026-05-19T16:05:11.050199+00:00", + "elapsed_ms": 9809.44, + "prompt_metrics": { + "chars": 27632, + "bytes_utf8": 27632, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 408, + "bytes_utf8": 408, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20966, + "cached_input_tokens": 12032, + "output_tokens": 334, + "reasoning_output_tokens": 218 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_01f3bc0226dc642a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31247771c48ff8d0de3524f7c8c6c0bfd327df86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/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": 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}, 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_01f3bc0226dc642a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d85352c4ad9f750446877e3e0b67c548104c2e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-c1b9-7df3-9647-de1014e0476a"} +{"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;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"iDisabl2\\\" and measure_col=\\\"iDisabl2\\\". CAST is applied because the schema stores the column as TEXT, while the template requires numeric summation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20966,"cached_input_tokens":12032,"output_tokens":334,"reasoning_output_tokens":218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16a4414592f24972da63552dd4835fd4480af89d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/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;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"iDisabl2\" and measure_col=\"iDisabl2\". CAST is applied because the schema stores the column as TEXT, while the template requires numeric summation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_01f3bc0226dc642a/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_02273474eee09884/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..353166cd058290fd32ba70d93e039fabc22f76a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:45.516701+00:00", + "ended_at": "2026-05-19T16:17:51.998634+00:00", + "elapsed_ms": 6481.87, + "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_02273474eee09884/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77571bac074066993637ab1928d3a2899f1e93bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:53.001923+00:00", + "ended_at": "2026-05-19T16:18:00.563355+00:00", + "elapsed_ms": 7561.37, + "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_02273474eee09884/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ac72762b545feb1f356fbe2180f34c0ff670165 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/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=dIncome3, measure_col=iRspouse.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome3", + "measure_col": "iRspouse", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ac72762b545feb1f356fbe2180f34c0ff670165 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/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=dIncome3, measure_col=iRspouse.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome3", + "measure_col": "iRspouse", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b34409b5fad542f2ac9e75a67b112863ffa83da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-6b90-7371-b2dc-2bd551cf84fb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_02273474eee09884/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37d11f3b1dc9a997c04d808059ec225c123420cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-6b90-7371-b2dc-2bd551cf84fb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_02273474eee09884/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74f86ff1998012f8f4864944bddefa9bb9476fc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-8905-7270-a3ca-e74420498ae1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_02273474eee09884/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..03d5bef9030df312a69bff26f607d2abc65c635e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-8905-7270-a3ca-e74420498ae1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_02273474eee09884/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/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_02273474eee09884/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_02273474eee09884/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_03a829297d51ddba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bd54cdcd0d3c6f313da4c5401b5aaa4b59b3bf63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:52.649916+00:00", + "ended_at": "2026-05-19T16:19:56.002041+00:00", + "elapsed_ms": 3352.09, + "returncode": 1, + "prompt_metrics": { + "chars": 27805, + "bytes_utf8": 27805, + "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_03a829297d51ddba/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a88ac729c2e0b9a2d57f74b35bb7a4ef053b116e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:57.004547+00:00", + "ended_at": "2026-05-19T16:19:59.986644+00:00", + "elapsed_ms": 2982.06, + "returncode": 1, + "prompt_metrics": { + "chars": 27805, + "bytes_utf8": 27805, + "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_03a829297d51ddba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1530dfecfba79276549093d72f45c979c6556bc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/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=iKorean, measure_col=iWork89.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "iKorean", + "measure_col": "iWork89", + "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": 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_03a829297d51ddba/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1530dfecfba79276549093d72f45c979c6556bc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/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=iKorean, measure_col=iWork89.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "iKorean", + "measure_col": "iWork89", + "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": 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_03a829297d51ddba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19c70e01db2a9ef4b62c9c85949003f3027f033a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5bf4-7611-ad5d-9e997adf08c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_03a829297d51ddba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b573b002cd09a92d0bd742d14386911c0b61f0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5bf4-7611-ad5d-9e997adf08c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_03a829297d51ddba/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a760186e617a16192b962d23548801ab5bd2f73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-6ceb-7511-97ca-af58bfcbb1d4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_03a829297d51ddba/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdba7454ca6c2c1fd6b8da7ac482e7ff707c3b40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-6ceb-7511-97ca-af58bfcbb1d4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_03a829297d51ddba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/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_03a829297d51ddba/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_03a829297d51ddba/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_04bf5d266ff18b4a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8deaed687687f84d36dfdb22847ee4241ec85e1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:00.350770+00:00", + "ended_at": "2026-05-19T16:24:05.191966+00:00", + "elapsed_ms": 4841.13, + "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_04bf5d266ff18b4a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a591c785537e42823937d3699ec75a6dca9b734b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:06.196221+00:00", + "ended_at": "2026-05-19T16:24:13.922433+00:00", + "elapsed_ms": 7726.15, + "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_04bf5d266ff18b4a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbcf9592d0ce03869755b9e0e038401afcdf1ba3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/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=iImmigr.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "iImmigr", + "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 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_04bf5d266ff18b4a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbcf9592d0ce03869755b9e0e038401afcdf1ba3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/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=iImmigr.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "iImmigr", + "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 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_04bf5d266ff18b4a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1ec62d24a613ec4f31de89de35c30574998bcb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-23cc-79a0-b7dc-e05c0cd69916"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_04bf5d266ff18b4a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..671ba58c103f9d55634269c2ac027af63a076f55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-23cc-79a0-b7dc-e05c0cd69916"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_04bf5d266ff18b4a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f408837add6cd23eee12f60e449460d2e4e27d15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-3aab-7021-baac-525af786772d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_04bf5d266ff18b4a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..477ca7426be774e68c24283c171028ba41b25598 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-3aab-7021-baac-525af786772d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_04bf5d266ff18b4a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/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_04bf5d266ff18b4a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_04bf5d266ff18b4a/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e07411f6fb71bc45f11acff7a36b39f7bb684370 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c13", + "started_at": "2026-05-19T16:27:35.573695+00:00", + "ended_at": "2026-05-19T16:27:43.978771+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c13_075f54ae7106fb9a", + "problem_id": "v2p_c13_903a82c7b61e6485", + "dataset_id": "c13", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=iYearwrk, measure_col=iRPOB.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d95c7376108996ba49d948f9ebfd786d0045b8c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:39.842615+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4032.89, "started_at": "2026-05-19T16:27:35.808460+00:00", "ended_at": "2026-05-19T16:27:39.841414+00:00", "prompt_metrics": {"chars": 27713, "bytes_utf8": 27713, "lines": 924, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-6d73-76f2-8582-ded97b6c29cd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:43.978659+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3133.18, "started_at": "2026-05-19T16:27:40.844353+00:00", "ended_at": "2026-05-19T16:27:43.977590+00:00", "prompt_metrics": {"chars": 27713, "bytes_utf8": 27713, "lines": 924, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-8118-7591-bc74-97621f9395e8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95e1a0441a0a814ffd746e3e47c94e974deaf2af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:07.467924+00:00", + "ended_at": "2026-05-19T16:21:14.535410+00:00", + "elapsed_ms": 7067.46, + "returncode": 1, + "prompt_metrics": { + "chars": 27870, + "bytes_utf8": 27870, + "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_07e70d77c8f78ac4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a360700f488944f1bd5b3e615b80c84e80f096ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:15.537553+00:00", + "ended_at": "2026-05-19T16:21:18.871390+00:00", + "elapsed_ms": 3333.81, + "returncode": 1, + "prompt_metrics": { + "chars": 27870, + "bytes_utf8": 27870, + "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_07e70d77c8f78ac4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b899d3904deea17e88c86a179fecde51a24d28f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/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=iMilitary, condition_col=iVietnam.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMilitary", + "condition_col": "iVietnam", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_07e70d77c8f78ac4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b899d3904deea17e88c86a179fecde51a24d28f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/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=iMilitary, condition_col=iVietnam.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMilitary", + "condition_col": "iVietnam", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_07e70d77c8f78ac4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98d688a606208f5dad9b91c605a0b3f0501bda9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-803b-7ae3-bd26-3030c28d9715"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_07e70d77c8f78ac4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dbea44c6eec0a99481f657d547081518fa80b96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-803b-7ae3-bd26-3030c28d9715"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_07e70d77c8f78ac4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72cfea6e8d3486c714a9ff787a3db62de62c002c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-9fc9-7d31-a1a5-41e66f600ac6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_07e70d77c8f78ac4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe7d96e58112ee0b021684d67549c2417a7276cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-9fc9-7d31-a1a5-41e66f600ac6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_07e70d77c8f78ac4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/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_07e70d77c8f78ac4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07e70d77c8f78ac4/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..943f0bcc5a0076e967745c9e28fb55a00db6957d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c13", + "started_at": "2026-05-19T16:20:21.414941+00:00", + "ended_at": "2026-05-19T16:20:28.625712+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c13_0abe121b218b92da", + "problem_id": "v2p_c13_4622b15cc0afa10f", + "dataset_id": "c13", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=iMarital, condition_col=iSubfam2.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d9f93a3d6a61b72a79b84916c920c638bb4f0a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_0abe121b218b92da/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:24.741213+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3166.15, "started_at": "2026-05-19T16:20:21.574179+00:00", "ended_at": "2026-05-19T16:20:24.740362+00:00", "prompt_metrics": {"chars": 27879, "bytes_utf8": 27879, "lines": 927, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-ccd6-7802-838e-07296272a5d8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:28.625620+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2882.3, "started_at": "2026-05-19T16:20:25.742482+00:00", "ended_at": "2026-05-19T16:20:28.624806+00:00", "prompt_metrics": {"chars": 27879, "bytes_utf8": 27879, "lines": 927, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-dd0a-76e0-a0b1-6617553987b4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a2b44720fdd3b827e5fcddef019a97b056bf6e8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:31.111304+00:00", + "ended_at": "2026-05-19T16:05:34.372121+00:00", + "elapsed_ms": 3260.78, + "returncode": 1, + "prompt_metrics": { + "chars": 27539, + "bytes_utf8": 27539, + "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_10e356875a4d82d4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bff3b2c4567de55dbe8e13e06f6021fac8517b44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:35.375746+00:00", + "ended_at": "2026-05-19T16:05:38.314236+00:00", + "elapsed_ms": 2938.45, + "returncode": 1, + "prompt_metrics": { + "chars": 27539, + "bytes_utf8": 27539, + "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_10e356875a4d82d4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e1173343cda6d7b976953c0ec93c3d3c91c2a1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/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=dHour89.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dHour89", + "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": 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}, 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_10e356875a4d82d4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e1173343cda6d7b976953c0ec93c3d3c91c2a1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/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=dHour89.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dHour89", + "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": 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}, 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_10e356875a4d82d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1354394ce6c25e874fd8d01dfe95490b32d778d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-3666-7951-918b-41dbc1a92522"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_10e356875a4d82d4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ce0fcc97b5589af28fe672f297d710c9edc0ba5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-3666-7951-918b-41dbc1a92522"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_10e356875a4d82d4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94e265813e8b4546724222daac6c51ba11bd8261 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-471c-7b72-9c39-0432ad5531d1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_10e356875a4d82d4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..82fd7a2e9fa234ebe0a12472b723c7db24a1a8a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-471c-7b72-9c39-0432ad5531d1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_10e356875a4d82d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/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_10e356875a4d82d4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_10e356875a4d82d4/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_155b218850ae336c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..936052e4d28db8cb511ca3eec45fe9b0d14c1677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:14.366395+00:00", + "ended_at": "2026-05-19T16:26:17.818662+00:00", + "elapsed_ms": 3452.2, + "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_155b218850ae336c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4efc1c80bb1d9e72c349a9742b2242e4851b4c34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:18.821540+00:00", + "ended_at": "2026-05-19T16:26:22.344216+00:00", + "elapsed_ms": 3522.62, + "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_155b218850ae336c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3b512d90eecd2e5660dbe121e343458d6ed1b0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/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=iSubfam2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSubfam2", + "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\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_155b218850ae336c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3b512d90eecd2e5660dbe121e343458d6ed1b0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/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=iSubfam2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSubfam2", + "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\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_155b218850ae336c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a14c92fb0970074aa6e1512407b29dc822c0cdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-2f5f-71e2-89d8-339dda3a6a7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_155b218850ae336c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06166bc6838f01862e9dcf3bef4d73befe1939b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-2f5f-71e2-89d8-339dda3a6a7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_155b218850ae336c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42fa8c9aa5802b2fc631d76368dac2c34f214042 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-40cd-7ca0-b9b3-d47c9a77d895"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_155b218850ae336c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fbcd2b258f7e973e46c5f47509c21a17c8d90a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-40cd-7ca0-b9b3-d47c9a77d895"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_155b218850ae336c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/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_155b218850ae336c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_155b218850ae336c/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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f57c7139b2645b8322f65ac3f1ad9a8723efe78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1bf238ddafc12c2c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:15.613694+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2763.2, "started_at": "2026-05-19T16:14:12.849735+00:00", "ended_at": "2026-05-19T16:14:15.612962+00:00", "prompt_metrics": {"chars": 28188, "bytes_utf8": 28188, "lines": 924, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-2c7e-7853-ba04-7b134e0523e5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:19.484140+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2867.27, "started_at": "2026-05-19T16:14:16.615950+00:00", "ended_at": "2026-05-19T16:14:19.483259+00:00", "prompt_metrics": {"chars": 28188, "bytes_utf8": 28188, "lines": 924, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-3b1d-7880-a4d8-4790b2a82ac9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d049d69c650e3870f91ec4d524400afca45466bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:37.957554+00:00", + "ended_at": "2026-05-19T16:12:41.269898+00:00", + "elapsed_ms": 3312.31, + "returncode": 1, + "prompt_metrics": { + "chars": 27926, + "bytes_utf8": 27926, + "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_1c3e57a7ffb583ae/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2dbaa92dd32cd2e48238a1887586976cbd355227 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:42.272425+00:00", + "ended_at": "2026-05-19T16:12:46.971636+00:00", + "elapsed_ms": 4699.18, + "returncode": 1, + "prompt_metrics": { + "chars": 27926, + "bytes_utf8": 27926, + "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_1c3e57a7ffb583ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dac1dd2125055b0ca5d9cbcb24d2b732f22e05f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/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=iSex.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iSex", + "predicate_col": "iSchool", + "predicate_op": ">=", + "predicate_value": 2.25, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_1c3e57a7ffb583ae/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dac1dd2125055b0ca5d9cbcb24d2b732f22e05f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/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=iSex.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iSex", + "predicate_col": "iSchool", + "predicate_op": ">=", + "predicate_value": 2.25, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_1c3e57a7ffb583ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f870a0989e95f62756407139de61eaee6801298a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-b9e3-73b0-86c2-60d40404f905"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1c3e57a7ffb583ae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e3bbb325f67c6aeb25d270ad0203632dd77e229 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-b9e3-73b0-86c2-60d40404f905"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1c3e57a7ffb583ae/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89ef240fff430e6ca75f5c8cf2f92b7a8fab5b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-cad7-7783-9cb4-f53aaa20a2ea"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1c3e57a7ffb583ae/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c26d1dfd7d1f896dd770f33cba972d47681edb21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-cad7-7783-9cb4-f53aaa20a2ea"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1c3e57a7ffb583ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/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_1c3e57a7ffb583ae/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1c3e57a7ffb583ae/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_1d3de031b7bc5742/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06006dba23130d895e2feb914b32ba4217bafd96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:41.628723+00:00", + "ended_at": "2026-05-19T16:06:46.260161+00:00", + "elapsed_ms": 4631.4, + "returncode": 1, + "prompt_metrics": { + "chars": 28036, + "bytes_utf8": 28036, + "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_1d3de031b7bc5742/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..830b2198bb613bcff2ec229f6d7dd24a62f55da2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:47.262185+00:00", + "ended_at": "2026-05-19T16:06:50.507471+00:00", + "elapsed_ms": 3245.25, + "returncode": 1, + "prompt_metrics": { + "chars": 28036, + "bytes_utf8": 28036, + "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_1d3de031b7bc5742/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66131d5404762c437ca9e8dfe26677a056c33232 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/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=dIndustry, measure_col=dOccup.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "dIndustry", + "measure_col": "dOccup", + "item_col": "caseid", + "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": 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": "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_1d3de031b7bc5742/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..66131d5404762c437ca9e8dfe26677a056c33232 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/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=dIndustry, measure_col=dOccup.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "dIndustry", + "measure_col": "dOccup", + "item_col": "caseid", + "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": 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": "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_1d3de031b7bc5742/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ddab9038261b8d98b1f7034250b3902fae2bb9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4a21-7f91-a4ee-dec97c7d0a7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1d3de031b7bc5742/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c24a8a98bc00ea782cef2f2c1facbdaede6c694e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4a21-7f91-a4ee-dec97c7d0a7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1d3de031b7bc5742/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..066c7baa5ac8e94662da0e1f66bb20b328b5ef6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5fd4-7662-b29b-cc97273e326e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1d3de031b7bc5742/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ba05bc3ee1681c122dfbf90c511cd0664f8b635 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5fd4-7662-b29b-cc97273e326e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1d3de031b7bc5742/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/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_1d3de031b7bc5742/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1d3de031b7bc5742/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_1f0085c81fc26b70/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..edca7e9a8996165670e00365d20ee42aeba10b46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:46.547716+00:00", + "ended_at": "2026-05-19T16:15:49.712627+00:00", + "elapsed_ms": 3164.88, + "returncode": 1, + "prompt_metrics": { + "chars": 28185, + "bytes_utf8": 28185, + "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_1f0085c81fc26b70/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e109d80ec6e96f987515a127f30b2b06a0d9060c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:50.715479+00:00", + "ended_at": "2026-05-19T16:15:53.986449+00:00", + "elapsed_ms": 3270.93, + "returncode": 1, + "prompt_metrics": { + "chars": 28185, + "bytes_utf8": 28185, + "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_1f0085c81fc26b70/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e70bf2b936146fe5ec7b6aa0f2dffd4c47757484 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/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=iEnglish, measure_col=dPwgt1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iEnglish", + "measure_col": "dPwgt1", + "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": "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_1f0085c81fc26b70/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e70bf2b936146fe5ec7b6aa0f2dffd4c47757484 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/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=iEnglish, measure_col=dPwgt1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iEnglish", + "measure_col": "dPwgt1", + "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": "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_1f0085c81fc26b70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ec924f0a87ab5da6591dc85eadbf9814c1ac871 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-9a6c-7e33-a6dc-dee0526587fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1f0085c81fc26b70/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc5fcc05c993aaa1203e1aaa1724fc51d438cc43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-9a6c-7e33-a6dc-dee0526587fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1f0085c81fc26b70/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72eab28bb03531d7eb7b40b10527d010d2826657 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-aaba-7340-a896-4cb0a9a74448"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1f0085c81fc26b70/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d7e79eeab9d75e257db734ba0c7ab5fd1afed67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-aaba-7340-a896-4cb0a9a74448"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1f0085c81fc26b70/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/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_1f0085c81fc26b70/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_1f0085c81fc26b70/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_257a28d4b7a4a46f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4e474d1b468ff627e5a1af63bcbc0eefd1df66b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:00.515902+00:00", + "ended_at": "2026-05-19T16:23:04.164444+00:00", + "elapsed_ms": 3648.48, + "returncode": 1, + "prompt_metrics": { + "chars": 27871, + "bytes_utf8": 27871, + "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_257a28d4b7a4a46f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67dc046ce546b671db6758d0481fa41cac90842e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:05.167161+00:00", + "ended_at": "2026-05-19T16:23:08.252564+00:00", + "elapsed_ms": 3085.34, + "returncode": 1, + "prompt_metrics": { + "chars": 27871, + "bytes_utf8": 27871, + "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_257a28d4b7a4a46f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0de151d15a1e7f450e352cf9a68f715dffe241b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/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=iOthrserv, condition_col=iWWII.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iOthrserv", + "condition_col": "iWWII", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 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_257a28d4b7a4a46f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0de151d15a1e7f450e352cf9a68f715dffe241b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/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=iOthrserv, condition_col=iWWII.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iOthrserv", + "condition_col": "iWWII", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 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_257a28d4b7a4a46f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f89c89a244946f16192e63fedc039990e64d70c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-3a14-7331-8282-56e563e6b103"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_257a28d4b7a4a46f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..447fd8c5e62ec7f3e2d2de651aafaa87ae30e6de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-3a14-7331-8282-56e563e6b103"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_257a28d4b7a4a46f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab665c50e0d96c14e84b832e1ae3650919a19ce8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-4c3a-7c72-a9c7-96b5a63b6433"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_257a28d4b7a4a46f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cff60dac78efca2ec3f5a92abbf62bb03090acf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-4c3a-7c72-a9c7-96b5a63b6433"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_257a28d4b7a4a46f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/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_257a28d4b7a4a46f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_257a28d4b7a4a46f/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_25b54b35977ea419/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dff497bbb3e50b6015aacda85183443bcaf2bf33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:31.577238+00:00", + "ended_at": "2026-05-19T16:13:34.850277+00:00", + "elapsed_ms": 3273.0, + "returncode": 1, + "prompt_metrics": { + "chars": 27803, + "bytes_utf8": 27803, + "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_25b54b35977ea419/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fdc521abb875c8b4dd5862cf856f8ffd4269c5a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:35.852403+00:00", + "ended_at": "2026-05-19T16:13:39.107049+00:00", + "elapsed_ms": 3254.61, + "returncode": 1, + "prompt_metrics": { + "chars": 27803, + "bytes_utf8": 27803, + "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_25b54b35977ea419/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98c406b72a1c9cb44b6df750d0da1865e7e878b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/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=dIncome1.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "dIncome1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..98c406b72a1c9cb44b6df750d0da1865e7e878b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/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=dIncome1.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "dIncome1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f911b0974a644c140a6218fabb8182844506822 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-8b38-7d13-8f6d-5d78cdc55c84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_25b54b35977ea419/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ad32eed509310779ec18b55c50c440309f02e13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-8b38-7d13-8f6d-5d78cdc55c84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_25b54b35977ea419/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bbf67d000b9c94ec253ca129a22c6c60a63f470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-9bdf-72e3-b84a-6b1435a05fcc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_25b54b35977ea419/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0532f0e90bce9709c81c3e78e6ebb9c0229266a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-9bdf-72e3-b84a-6b1435a05fcc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_25b54b35977ea419/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/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_25b54b35977ea419/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_25b54b35977ea419/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_2abe58ff579b5e47/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89f36ccd5063b531378cffaa3558f6da9b99fe44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:39.477697+00:00", + "ended_at": "2026-05-19T16:08:42.677371+00:00", + "elapsed_ms": 3199.64, + "returncode": 1, + "prompt_metrics": { + "chars": 28039, + "bytes_utf8": 28039, + "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_2abe58ff579b5e47/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f199d9ece3ee9946f97e927c619f4454b22f5325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:43.679520+00:00", + "ended_at": "2026-05-19T16:08:46.994026+00:00", + "elapsed_ms": 3314.45, + "returncode": 1, + "prompt_metrics": { + "chars": 28039, + "bytes_utf8": 28039, + "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_2abe58ff579b5e47/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5457f7892aca54739140e859fe50c3aaacb26fce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/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=iMay75880, measure_col=iRagechld.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMay75880", + "measure_col": "iRagechld", + "item_col": "caseid", + "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": 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_2abe58ff579b5e47/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5457f7892aca54739140e859fe50c3aaacb26fce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/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=iMay75880, measure_col=iRagechld.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMay75880", + "measure_col": "iRagechld", + "item_col": "caseid", + "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": 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_2abe58ff579b5e47/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..70875359be436d67022e2b843575583e3994f86e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1640-7952-90cd-e326e791f9d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_2abe58ff579b5e47/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00ea2b0789ab4f7b9eedd4da1a62d1f9d9ae10f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1640-7952-90cd-e326e791f9d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_2abe58ff579b5e47/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c988f331e5aae1ff73ac3e0c1d7bdb26fde626ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2699-7d73-84b2-4585249a6220"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_2abe58ff579b5e47/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f92ddac80270a7fd2fe475e41e23eb38e6335ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2699-7d73-84b2-4585249a6220"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_2abe58ff579b5e47/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/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_2abe58ff579b5e47/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2abe58ff579b5e47/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_2aedc33e060c79ed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..71b8c9d77186c6151a58f4cd5f0880d8397fbe98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:07.614335+00:00", + "ended_at": "2026-05-19T16:17:10.934814+00:00", + "elapsed_ms": 3320.42, + "returncode": 1, + "prompt_metrics": { + "chars": 27813, + "bytes_utf8": 27813, + "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_2aedc33e060c79ed/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..01538a73074f79916b7e22e68b2526f4ecedfa92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:11.938127+00:00", + "ended_at": "2026-05-19T16:17:20.759308+00:00", + "elapsed_ms": 8821.12, + "returncode": 1, + "prompt_metrics": { + "chars": 27813, + "bytes_utf8": 27813, + "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_2aedc33e060c79ed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66f8a9c9c02b8823068d06865bd3febd40ca7043 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/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=dIncome1, measure_col=dRpincome.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome1", + "measure_col": "dRpincome", + "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 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_2aedc33e060c79ed/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..66f8a9c9c02b8823068d06865bd3febd40ca7043 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/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=dIncome1, measure_col=dRpincome.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome1", + "measure_col": "dRpincome", + "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 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_2aedc33e060c79ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0378f252d2bcb0e7ff8b8135d1e09ad8d67e11b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-d789-7e40-b46a-560ebde74b21"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_2aedc33e060c79ed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c3fcb00db502c83ff453c055ae523f9eb910ff1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-d789-7e40-b46a-560ebde74b21"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_2aedc33e060c79ed/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b0a53aba2801d6fb58b0d0b2bf28e5f9ee681ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e87f-7ad2-8402-02556e854620"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_2aedc33e060c79ed/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6424375cfd1fd6072d2902a3f93dd145420836f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e87f-7ad2-8402-02556e854620"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_2aedc33e060c79ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/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_2aedc33e060c79ed/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2aedc33e060c79ed/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_2df732f2954eb70e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c4a691b7b427be40d8875c19e4edfbd99049075e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:58.365247+00:00", + "ended_at": "2026-05-19T16:21:02.914431+00:00", + "elapsed_ms": 4549.16, + "returncode": 1, + "prompt_metrics": { + "chars": 27883, + "bytes_utf8": 27883, + "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_2df732f2954eb70e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b7edf28ef08f03fd178652a14c8af6d61a11f38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:03.917614+00:00", + "ended_at": "2026-05-19T16:21:07.308183+00:00", + "elapsed_ms": 3390.52, + "returncode": 1, + "prompt_metrics": { + "chars": 27883, + "bytes_utf8": 27883, + "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_2df732f2954eb70e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d97936cece0174569e1047085222a0fe69ab8e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/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=iMeans, condition_col=dTravtime.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMeans", + "condition_col": "dTravtime", + "condition_value": "6", + "positive_value": "3", + "negative_value": "6", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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},\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_2df732f2954eb70e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d97936cece0174569e1047085222a0fe69ab8e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/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=iMeans, condition_col=dTravtime.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMeans", + "condition_col": "dTravtime", + "condition_value": "6", + "positive_value": "3", + "negative_value": "6", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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},\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_2df732f2954eb70e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..75d733d45afab2186b250f6260b83acd016e57aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-5c79-7070-9802-645727775f60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_2df732f2954eb70e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..271a02b015625787ed3d1c90ce41baae797758e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-5c79-7070-9802-645727775f60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_2df732f2954eb70e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eec035ca1d3430aa3a73ed0ff84038dd1ef4c7bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-722c-74c1-92c5-d1c03d8687c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_2df732f2954eb70e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0887cc47b9d75d5ef564d8ee24e81b40dc76a98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-722c-74c1-92c5-d1c03d8687c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_2df732f2954eb70e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/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_2df732f2954eb70e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_2df732f2954eb70e/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_30d80b3d0593667b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb99be50b3e540307faabd4740d1249932ef6fb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:29.567573+00:00", + "ended_at": "2026-05-19T16:18:32.432963+00:00", + "elapsed_ms": 2865.35, + "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_30d80b3d0593667b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..096dc0faa80af6171f7756938bdda3102f12c044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:33.434946+00:00", + "ended_at": "2026-05-19T16:18:36.745375+00:00", + "elapsed_ms": 3310.4, + "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_30d80b3d0593667b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..449e67cf920a4e86bdf2f3bdd83e2a34c46bd34d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/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=dIncome5, measure_col=iSchool.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome5", + "measure_col": "iSchool", + "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},\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_30d80b3d0593667b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..449e67cf920a4e86bdf2f3bdd83e2a34c46bd34d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/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=dIncome5, measure_col=iSchool.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome5", + "measure_col": "iSchool", + "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},\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_30d80b3d0593667b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..716c966b1de7f347a8d2df230f2f80d7289ddb19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1748-73a0-9803-2de5eebcc400"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_30d80b3d0593667b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f16a8f34796749509da9c068e8edd599281a8f65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1748-73a0-9803-2de5eebcc400"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_30d80b3d0593667b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e03712450d91b2d13c3fe890e3e6766c9090d94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-2657-7061-85d3-354107533756"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_30d80b3d0593667b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a73b1082c70704a6e70c9168146c4b448a9ae94e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-2657-7061-85d3-354107533756"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_30d80b3d0593667b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/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_30d80b3d0593667b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_30d80b3d0593667b/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_34eee4040a3acdc0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be2bfb9ddb62d8b43eabaee29590cbaee75904d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 28036, "bytes_utf8": 28036, "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": 591, "bytes_utf8": 591, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 21078, "cached_input_tokens": 12032, "output_tokens": 692, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b5b365805222b87ea50dec6b4addee9b869a66b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/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_34eee4040a3acdc0", + "api_calls": 0, + "input_tokens": 21078, + "cached_input_tokens": 12032, + "output_tokens": 692, + "total_tokens": 21770, + "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": 12994.47, + "sql_execution_elapsed_ms_total": 9225.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/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_34eee4040a3acdc0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81300aeb422dcc48d98ada68b6db650d97d8c0e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/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": "2026-05-19T16:09:17.193898+00:00", + "ended_at": "2026-05-19T16:09:30.188395+00:00", + "elapsed_ms": 12994.47, + "prompt_metrics": { + "chars": 28036, + "bytes_utf8": 28036, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 973, + "bytes_utf8": 973, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 591, + "bytes_utf8": 591, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 21078, + "cached_input_tokens": 12032, + "output_tokens": 692, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b270118310e925744da9d74d758a7e88e319a3d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/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=iMeans, measure_col=dRearning.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMeans", + "measure_col": "dRearning", + "item_col": "caseid", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "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_34eee4040a3acdc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..731ca0fc07b0d36045f4cfa068bfb2bd349681ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-a989-73b2-a36d-d8646fe2015e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"iMeans\\\",\\n \\\"caseid\\\",\\n SUM(CAST(\\\"dRearning\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"dRearning\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"dRearning\\\" AS REAL))) OVER (PARTITION BY \\\"iMeans\\\") AS share_within_group\\nFROM \\\"c13\\\"\\nGROUP BY \\\"iMeans\\\", \\\"caseid\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"iMeans\\\", item_col=\\\"caseid\\\", and measure_col=\\\"dRearning\\\". CAST to REAL is used because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21078,"cached_input_tokens":12032,"output_tokens":692,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7568ee14442bcc73b4a5f7864ffa8a8ee67400fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"iMeans\",\n \"caseid\",\n SUM(CAST(\"dRearning\" AS REAL)) AS total_measure,\n SUM(CAST(\"dRearning\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"dRearning\" AS REAL))) OVER (PARTITION BY \"iMeans\") AS share_within_group\nFROM \"c13\"\nGROUP BY \"iMeans\", \"caseid\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"iMeans\", item_col=\"caseid\", and measure_col=\"dRearning\". CAST to REAL is used because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_34eee4040a3acdc0/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_35808172490cf074/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79405f4be31bac6c6ba93f1f40a7b7d0742d3dcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27628, "bytes_utf8": 27628, "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": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20958, "cached_input_tokens": 12032, "output_tokens": 321, "reasoning_output_tokens": 220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3e28d4a18a0bcce67a5de9b20b5196e3a9a65e8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/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_35808172490cf074", + "api_calls": 0, + "input_tokens": 20958, + "cached_input_tokens": 12032, + "output_tokens": 321, + "total_tokens": 21279, + "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": 9684.37, + "sql_execution_elapsed_ms_total": 1131.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/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_35808172490cf074/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..720fdab0dc16b3c8e49384df489cea7e35b0875b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/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": "2026-05-19T16:03:13.591299+00:00", + "ended_at": "2026-05-19T16:03:23.275703+00:00", + "elapsed_ms": 9684.37, + "prompt_metrics": { + "chars": 27628, + "bytes_utf8": 27628, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 721, + "bytes_utf8": 721, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20958, + "cached_input_tokens": 12032, + "output_tokens": 321, + "reasoning_output_tokens": 220 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_35808172490cf074/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..494a5f022344318b210d932f1338b2213f5454d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/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": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_35808172490cf074/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e35737c3e3fc343321c960d79b36c33626cd301 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-1d61-72d0-81bd-5a24c3a86705"} +{"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\":\"Used the required grouped-sum template with group_col=\\\"iCitizen\\\" and measure_col=\\\"iAvail\\\". CAST is applied because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20958,"cached_input_tokens":12032,"output_tokens":321,"reasoning_output_tokens":220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29bdc64bfdb633f466a7a4ed016ac0a391e6088b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/cli/sql_response_attempt_1.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":"Used the required grouped-sum template with group_col=\"iCitizen\" and measure_col=\"iAvail\". CAST is applied because the 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_35808172490cf074/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_35808172490cf074/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_361008e60331e630/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9682e421170bd16ea616258e0043fb0a7aa0ee97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:13.294333+00:00", + "ended_at": "2026-05-19T16:04:16.667367+00:00", + "elapsed_ms": 3372.98, + "returncode": 1, + "prompt_metrics": { + "chars": 27628, + "bytes_utf8": 27628, + "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_361008e60331e630/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a2a65bf2b43cf30840374e52f5879ab93b3a92b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:17.669562+00:00", + "ended_at": "2026-05-19T16:04:26.386482+00:00", + "elapsed_ms": 8716.87, + "returncode": 1, + "prompt_metrics": { + "chars": 27628, + "bytes_utf8": 27628, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 614, + "bytes_utf8": 614, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 613, + "bytes_utf8": 613, + "lines": 5, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_361008e60331e630/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b3dc4b3fbcb1a9d1e350f33fef7016e80e805a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/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": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b3dc4b3fbcb1a9d1e350f33fef7016e80e805a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/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": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1c29658c23990caa3269ef4e827fbcebd7b094c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-067e-72e0-b72c-240f8fb39172"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_361008e60331e630/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b95559295aa01ca33889d113559844cd13a8601a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-067e-72e0-b72c-240f8fb39172"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_361008e60331e630/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07cdb51af3cae733a02164e403d8f19feb83af9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40fb-179e-7931-90a9-53e9eb307fe8"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 21593. Please try again in 647ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_361008e60331e630/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..34675fa76aaa99175e3dbd4353feb0bfb088c8cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/cli/sql_response_attempt_2.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40fb-179e-7931-90a9-53e9eb307fe8"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 21593. Please try again in 647ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_361008e60331e630/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/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_361008e60331e630/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_361008e60331e630/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_37caf8ded9ed41b1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3bf6bf599fd67b6ace2f854193077f0a357cfc56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:19.869219+00:00", + "ended_at": "2026-05-19T16:15:23.120671+00:00", + "elapsed_ms": 3251.42, + "returncode": 1, + "prompt_metrics": { + "chars": 28186, + "bytes_utf8": 28186, + "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_37caf8ded9ed41b1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f48fe27fbff97955dda97e2cbc2ad852a705e4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:24.122955+00:00", + "ended_at": "2026-05-19T16:15:30.040592+00:00", + "elapsed_ms": 5917.61, + "returncode": 1, + "prompt_metrics": { + "chars": 28186, + "bytes_utf8": 28186, + "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_37caf8ded9ed41b1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..104b19ab59eba06d2979db1027c3ba58e53d5bcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/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=iDisabl2, measure_col=dPoverty.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iDisabl2", + "measure_col": "dPoverty", + "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": "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_37caf8ded9ed41b1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..104b19ab59eba06d2979db1027c3ba58e53d5bcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/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=iDisabl2, measure_col=dPoverty.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iDisabl2", + "measure_col": "dPoverty", + "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": "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_37caf8ded9ed41b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b172ec54708399545ed970ccb1fb1b50ed91c9d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-323c-7e10-b379-9136491f3dc1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_37caf8ded9ed41b1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a429dd6fd13604e36c804a2eb8de78fd58496b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-323c-7e10-b379-9136491f3dc1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_37caf8ded9ed41b1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cae35fce54ff0bbd8cff5ec0ad509bdcd278ac1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-42e2-70e2-a9ca-306d48ac515a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_37caf8ded9ed41b1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9286c62f78c0b6973f8d14ec30108c95993f48e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-42e2-70e2-a9ca-306d48ac515a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_37caf8ded9ed41b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/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_37caf8ded9ed41b1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_37caf8ded9ed41b1/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_38537cf2ba3b3c89/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a558292a7389c43707163859690da44bb8182609 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:19.652479+00:00", + "ended_at": "2026-05-19T16:28:23.114243+00:00", + "elapsed_ms": 3461.71, + "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_38537cf2ba3b3c89/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd2c73bf92a60de5607a77012fcafc8eb8ec4da1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:24.117807+00:00", + "ended_at": "2026-05-19T16:28:27.705705+00:00", + "elapsed_ms": 3587.84, + "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_38537cf2ba3b3c89/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4caa6d43b7a2d51da6085ef4728b1037a6dfcfee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/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=dAge, measure_col=iRvetserv.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAge", + "measure_col": "iRvetserv", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "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_38537cf2ba3b3c89/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4caa6d43b7a2d51da6085ef4728b1037a6dfcfee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/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=dAge, measure_col=iRvetserv.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAge", + "measure_col": "iRvetserv", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "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_38537cf2ba3b3c89/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62f3d4f50a5674110adcbea9ef9b6997fde6b9da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-18b9-7df3-be65-2e648f265a57"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_38537cf2ba3b3c89/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c1cd1b5b471d7d17757a3f254826b465d0b61bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-18b9-7df3-be65-2e648f265a57"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_38537cf2ba3b3c89/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1ffd0302190b7aaa99a3003e27a33e61525b5c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-2a26-7540-8a25-9cfbf8672119"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_38537cf2ba3b3c89/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..72077d0c339195364d36ac20860102cf1e75b257 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-2a26-7540-8a25-9cfbf8672119"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_38537cf2ba3b3c89/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/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_38537cf2ba3b3c89/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_38537cf2ba3b3c89/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_3b2eb9672454c19a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9ea51ad0bd33c1f49423873e40dc2ed94ef20e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:06.420598+00:00", + "ended_at": "2026-05-19T16:26:09.704944+00:00", + "elapsed_ms": 3284.3, + "returncode": 1, + "prompt_metrics": { + "chars": 27623, + "bytes_utf8": 27623, + "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_3b2eb9672454c19a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc601980d630c368b955cd48bff57b12311809b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:10.708160+00:00", + "ended_at": "2026-05-19T16:26:14.080899+00:00", + "elapsed_ms": 3372.69, + "returncode": 1, + "prompt_metrics": { + "chars": 27623, + "bytes_utf8": 27623, + "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_3b2eb9672454c19a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..180e3d49297c8331d26175d5a30f6e10448ef8be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/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=iSubfam1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSubfam1", + "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": 3.0, + "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_3b2eb9672454c19a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..180e3d49297c8331d26175d5a30f6e10448ef8be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/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=iSubfam1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSubfam1", + "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": 3.0, + "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_3b2eb9672454c19a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..353078c1f829335dadda595f8a7a93680620c965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-102b-77c3-ad5d-0f1d0c505c22"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3b2eb9672454c19a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2af4b177d20fdae009a662a215aa04a047348cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-102b-77c3-ad5d-0f1d0c505c22"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3b2eb9672454c19a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1576fc6b27f8ab60dc457aa5838dc2a4e85908d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-2113-77b0-b3a6-2d605499539e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3b2eb9672454c19a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e24b5486250a262f196bea24d5dac33258ebeeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-2113-77b0-b3a6-2d605499539e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3b2eb9672454c19a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/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_3b2eb9672454c19a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3b2eb9672454c19a/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_3c49bd0bea55bb02/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b468cacc61145344b9fd63ca253d320d71992fe9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:00.145856+00:00", + "ended_at": "2026-05-19T16:20:03.413515+00:00", + "elapsed_ms": 3267.63, + "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_3c49bd0bea55bb02/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..daa71bc85b953b35d661d6be70f17584e5aa2800 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:04.416194+00:00", + "ended_at": "2026-05-19T16:20:13.965058+00:00", + "elapsed_ms": 9548.77, + "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_3c49bd0bea55bb02/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15b750dfb6fde714cd1b5f7723c4c5d5bf422ac2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/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=iKorean, measure_col=iWork89.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "iKorean", + "measure_col": "iWork89", + "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": 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_3c49bd0bea55bb02/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..15b750dfb6fde714cd1b5f7723c4c5d5bf422ac2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/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=iKorean, measure_col=iWork89.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "iKorean", + "measure_col": "iWork89", + "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": 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_3c49bd0bea55bb02/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdc71d9f0e10393dbe526d3f2720f60eef593d2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-792b-7640-a4a6-079ee9f5ce93"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3c49bd0bea55bb02/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..643b9a5311db36a58059d922c068a978195f3ee9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-792b-7640-a4a6-079ee9f5ce93"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3c49bd0bea55bb02/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba76b61600b9c9bf5a791bed0d1f51f119fc4e21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-89bb-72d2-be20-00ef87c363f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3c49bd0bea55bb02/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c2f71695093652601af93492f180c00128479bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-89bb-72d2-be20-00ef87c363f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3c49bd0bea55bb02/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/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_3c49bd0bea55bb02/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3c49bd0bea55bb02/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_3f168c33999e6b06/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4296a0cfeafd048c5b5ace7ee80cfdd6d804800 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:01.655242+00:00", + "ended_at": "2026-05-19T16:13:04.830558+00:00", + "elapsed_ms": 3175.28, + "returncode": 1, + "prompt_metrics": { + "chars": 27805, + "bytes_utf8": 27805, + "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_3f168c33999e6b06/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c9e63ba5aca616197d98de5ab2244ba6759b8e09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:05.833074+00:00", + "ended_at": "2026-05-19T16:13:09.387286+00:00", + "elapsed_ms": 3554.18, + "returncode": 1, + "prompt_metrics": { + "chars": 27805, + "bytes_utf8": 27805, + "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_3f168c33999e6b06/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e80475f985ef551ea4f892cd239f3e499658100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/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=dHispanic.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "dHispanic", + "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": "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_3f168c33999e6b06/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e80475f985ef551ea4f892cd239f3e499658100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/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=dHispanic.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "dHispanic", + "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": "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_3f168c33999e6b06/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..167c9c906377cd211b08cddd7ee873d850baad81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1659-79b1-a3b3-48aa84dfa166"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3f168c33999e6b06/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cdde451e195c8d72906b0741dc2d61d2dada76e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1659-79b1-a3b3-48aa84dfa166"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3f168c33999e6b06/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1c99cb1e005a5025b7516919872f18313ddc83a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-26fa-7b00-a2d5-9261d0c81e23"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3f168c33999e6b06/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bade68ac8729ccbd1a8f92372a03cdfba831e0f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-26fa-7b00-a2d5-9261d0c81e23"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3f168c33999e6b06/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/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_3f168c33999e6b06/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f168c33999e6b06/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_3f1a23d964e0c299/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e3d76f9d1cef2ddb49e915ab4eecab4419640ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:30.198870+00:00", + "ended_at": "2026-05-19T16:15:33.830866+00:00", + "elapsed_ms": 3631.96, + "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_3f1a23d964e0c299/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dabe081b77de5dcf3a07943afbfe0e094aed629f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:34.833445+00:00", + "ended_at": "2026-05-19T16:15:38.949505+00:00", + "elapsed_ms": 4116.03, + "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_3f1a23d964e0c299/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..933df2611ebfe060255df9b8db191781281b96b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/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=iDisabl2, measure_col=dPoverty.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iDisabl2", + "measure_col": "dPoverty", + "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": 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_3f1a23d964e0c299/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..933df2611ebfe060255df9b8db191781281b96b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/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=iDisabl2, measure_col=dPoverty.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iDisabl2", + "measure_col": "dPoverty", + "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": 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_3f1a23d964e0c299/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28c0e389b962ae738c00d3fbbc366ba30c046b34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-5abb-7ca2-9f87-93418a601a0c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3f1a23d964e0c299/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..318b41f228ac2b8431e3e85da0ff98a378d56772 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-5abb-7ca2-9f87-93418a601a0c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3f1a23d964e0c299/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..337e92ff8e307b5f2fdeed23299669e32b2221aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-6c9c-7e90-b89b-bbb1e1c3c642"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3f1a23d964e0c299/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aedfc9de1a7e820153922858f2f8783fe5a84b16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-6c9c-7e90-b89b-bbb1e1c3c642"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3f1a23d964e0c299/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/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_3f1a23d964e0c299/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_3f1a23d964e0c299/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_41c6b32ff700d8d2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..abe782c1b661246abb4f08c6d7988189fb83c019 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:06.741550+00:00", + "ended_at": "2026-05-19T16:11:09.728026+00:00", + "elapsed_ms": 2986.41, + "returncode": 1, + "prompt_metrics": { + "chars": 28432, + "bytes_utf8": 28432, + "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_41c6b32ff700d8d2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3673d0d20948650ed8c4e94ab2698a8bfd4ee273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:10.730103+00:00", + "ended_at": "2026-05-19T16:11:13.987942+00:00", + "elapsed_ms": 3257.81, + "returncode": 1, + "prompt_metrics": { + "chars": 28432, + "bytes_utf8": 28432, + "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_41c6b32ff700d8d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..108d73a8f4a2c7561065b6093be043cfa92c6d5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/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=dPwgt1, condition_col=iSchool.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "dPwgt1", + "condition_col": "iSchool", + "condition_value": "1", + "positive_value": "1", + "negative_value": "3", + "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": "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_41c6b32ff700d8d2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..108d73a8f4a2c7561065b6093be043cfa92c6d5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/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=dPwgt1, condition_col=iSchool.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "dPwgt1", + "condition_col": "iSchool", + "condition_value": "1", + "positive_value": "1", + "negative_value": "3", + "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": "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_41c6b32ff700d8d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c52990c39870e32934c55dc577a10c50a35545b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-5573-7772-b402-ca8f088f2bd1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_41c6b32ff700d8d2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..022c0a86f38803f6d8592a9b4228363234b1d506 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-5573-7772-b402-ca8f088f2bd1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_41c6b32ff700d8d2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39b0c2d9b11abb8bbf8b98ae246f8153ded4d505 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-6511-7533-911c-1f052d8cac1e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_41c6b32ff700d8d2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b374c9e90bfed756b7d56014d60c0e71e36ab2ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-6511-7533-911c-1f052d8cac1e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_41c6b32ff700d8d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/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_41c6b32ff700d8d2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_41c6b32ff700d8d2/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_431754557dc76814/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..847bdb9dc77c472ac7e6adcd8caac35830a6b6ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:34.208009+00:00", + "ended_at": "2026-05-19T16:06:37.627715+00:00", + "elapsed_ms": 3419.67, + "returncode": 1, + "prompt_metrics": { + "chars": 28038, + "bytes_utf8": 28038, + "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_431754557dc76814/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95636c64e7e2ee3ef16ea5dd054db76b2acb99dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:38.630458+00:00", + "ended_at": "2026-05-19T16:06:41.464106+00:00", + "elapsed_ms": 2833.62, + "returncode": 1, + "prompt_metrics": { + "chars": 28038, + "bytes_utf8": 28038, + "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_431754557dc76814/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e28bbcfdb68d8afd850ab091aec361f0cf7ea65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/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=dIndustry, measure_col=dOccup.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "dIndustry", + "measure_col": "dOccup", + "item_col": "caseid", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_431754557dc76814/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e28bbcfdb68d8afd850ab091aec361f0cf7ea65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/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=dIndustry, measure_col=dOccup.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "dIndustry", + "measure_col": "dOccup", + "item_col": "caseid", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_431754557dc76814/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecc635d65589c672a7a0c8c872c2a9beffcc7c53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-2d03-7d00-8f2f-244eca982b02"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_431754557dc76814/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67b990556b54c3610c316c733afd4390168a8304 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-2d03-7d00-8f2f-244eca982b02"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_431754557dc76814/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93371e7e50e6aeb958ebcc635c813760c5df244f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3e1d-7e01-8587-e9d8c0a34baa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_431754557dc76814/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d692be9aed062962af5009cf1c1cd2da806aa43e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3e1d-7e01-8587-e9d8c0a34baa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_431754557dc76814/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/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_431754557dc76814/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_431754557dc76814/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_464860a8a43678b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9dadd766610896a5c484462b1f92d45ee872ee78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:32.866314+00:00", + "ended_at": "2026-05-19T16:25:36.445484+00:00", + "elapsed_ms": 3579.11, + "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_464860a8a43678b6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8647072252de9351ed93575618a8814abf385b51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:37.449593+00:00", + "ended_at": "2026-05-19T16:25:41.025381+00:00", + "elapsed_ms": 3575.71, + "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_464860a8a43678b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e948faef9b010fb1ccc7ac2ae0f40b8e9740992 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/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=iSept80.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSept80", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_464860a8a43678b6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e948faef9b010fb1ccc7ac2ae0f40b8e9740992 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/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=iSept80.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSept80", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_464860a8a43678b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bdbf8a2ef5e772301d99887dd5c1272e171e7e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-8d35-7130-8006-93472699a908"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_464860a8a43678b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e36c1a281652f8fd6b0b23db4e1375205524974 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-8d35-7130-8006-93472699a908"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_464860a8a43678b6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..54e1a97edab20aa2b6de63cdd55a409673f74c78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-9f28-79a3-ad7d-5b78cc81edd1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_464860a8a43678b6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d87eb9cdf19632816ed8a7e0f98a3120a9b1dfbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-9f28-79a3-ad7d-5b78cc81edd1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_464860a8a43678b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/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_464860a8a43678b6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_464860a8a43678b6/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_46c22e93705ee13e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db0f8471ff161f6469a926ef391e97808f4ab0dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:00.554129+00:00", + "ended_at": "2026-05-19T16:25:04.084581+00:00", + "elapsed_ms": 3530.39, + "returncode": 1, + "prompt_metrics": { + "chars": 27625, + "bytes_utf8": 27625, + "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_46c22e93705ee13e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e077636322a353cfc04b649824dd1ab63f3fc1c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:05.087295+00:00", + "ended_at": "2026-05-19T16:25:08.443046+00:00", + "elapsed_ms": 3355.69, + "returncode": 1, + "prompt_metrics": { + "chars": 27625, + "bytes_utf8": 27625, + "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_46c22e93705ee13e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84f9ca783b807fe1efc9df793569314601554421 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/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=iRvetserv.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iRvetserv", + "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": 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_46c22e93705ee13e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..84f9ca783b807fe1efc9df793569314601554421 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/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=iRvetserv.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iRvetserv", + "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": 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_46c22e93705ee13e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b4d1400666f1fdf3e874a5f3e697ea8c771a78d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-0f16-7f01-a0af-45928c5fafe3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_46c22e93705ee13e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..448bfc7d34a4d41d90279307cd7a987f21874f0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-0f16-7f01-a0af-45928c5fafe3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_46c22e93705ee13e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fee423327c7cc59a4620c4a00c2ad12588b34bef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-2096-7be2-9b4f-6ec5d63e73e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_46c22e93705ee13e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fea1340442af9b0e9fcc0a6c19e2fdf94b5cc7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-2096-7be2-9b4f-6ec5d63e73e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_46c22e93705ee13e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/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_46c22e93705ee13e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_46c22e93705ee13e/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_483068d80d7875db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c2005691878671f82a958137ed44805e0447e5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:08.717098+00:00", + "ended_at": "2026-05-19T16:25:12.373783+00:00", + "elapsed_ms": 3656.63, + "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_483068d80d7875db/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b18306a935142e452fb2a331e89873b6d73bfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:13.377139+00:00", + "ended_at": "2026-05-19T16:25:16.807854+00:00", + "elapsed_ms": 3430.66, + "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_483068d80d7875db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b860cdc13022502c64044ffc9201dcffb1d50e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/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=iSchool.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSchool", + "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": 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_483068d80d7875db/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b860cdc13022502c64044ffc9201dcffb1d50e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/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=iSchool.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSchool", + "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": 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_483068d80d7875db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..326b6853c05c6da70c632c107c262ed0c1d087c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-2ed1-7411-8a94-e0b16a14373a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_483068d80d7875db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10d68ecf1d47847c8429563844a823eda07c9ee0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-2ed1-7411-8a94-e0b16a14373a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_483068d80d7875db/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a02f27bf1b0604ac02dac79269207ccdf63a5e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4114-7640-8208-ca64c5a145cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_483068d80d7875db/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1d75bcaeec30518a403012c8c134d8c188f337a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4114-7640-8208-ca64c5a145cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_483068d80d7875db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/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_483068d80d7875db/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_483068d80d7875db/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_4947c537f247cece/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54f3ec4ee9ee53590af3cfd2bbac109d379de159 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27635, "bytes_utf8": 27635, "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": 27635, "bytes_utf8": 27635, "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": 396, "bytes_utf8": 396, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20966, "cached_input_tokens": 19840, "output_tokens": 431, "reasoning_output_tokens": 313}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7145fe7ab487cdd2ee171bb3ad0c23461c38120 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/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_4947c537f247cece", + "api_calls": 0, + "input_tokens": 20966, + "cached_input_tokens": 19840, + "output_tokens": 431, + "total_tokens": 21397, + "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": 14771.09, + "sql_execution_elapsed_ms_total": 1232.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/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_4947c537f247cece/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..80871085f4902e427f05166be961d5dcf5247ec6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:44.099651+00:00", + "ended_at": "2026-05-19T16:04:47.400809+00:00", + "elapsed_ms": 3301.13, + "returncode": 1, + "prompt_metrics": { + "chars": 27635, + "bytes_utf8": 27635, + "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_4947c537f247cece/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6adaae5ec8e365556ba6df6235e7874382ac8966 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/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": "2026-05-19T16:04:48.402728+00:00", + "ended_at": "2026-05-19T16:04:59.872718+00:00", + "elapsed_ms": 11469.96, + "prompt_metrics": { + "chars": 27635, + "bytes_utf8": 27635, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 396, + "bytes_utf8": 396, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20966, + "cached_input_tokens": 19840, + "output_tokens": 431, + "reasoning_output_tokens": 313 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_4947c537f247cece/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25216dab71821a5cb1b57d0ead65edb23c9f9c39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/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": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_4947c537f247cece/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..25216dab71821a5cb1b57d0ead65edb23c9f9c39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/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": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_4947c537f247cece/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fa54c4d93f06a2274e51ebbd20d4b2c7b716bab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-7f12-77f2-b848-3e4f45f53d3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4947c537f247cece/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84fbe649eaa7498c6dda1db5bb4f42298b082d94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-7f12-77f2-b848-3e4f45f53d3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4947c537f247cece/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2b79257baa855e2c3b201e7dfd695e7486508e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-8fb4-77a2-9e34-dc60bb9b0dbd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"iDisabl1\\\", SUM(CAST(\\\"iDisabl1\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c13\\\"\\nGROUP BY \\\"iDisabl1\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=iDisabl1 and measure_col=iDisabl1. Applied CAST to NUMERIC because the schema snapshot shows \\\"iDisabl1\\\" stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20966,"cached_input_tokens":19840,"output_tokens":431,"reasoning_output_tokens":313}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..92ec34405f87cfbc1f0893cc901e7dc16b809ce2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"iDisabl1\", SUM(CAST(\"iDisabl1\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c13\"\nGROUP BY \"iDisabl1\"\nORDER BY \"total_measure\" DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=iDisabl1 and measure_col=iDisabl1. Applied CAST to NUMERIC because the schema snapshot shows \"iDisabl1\" stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/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_4947c537f247cece/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4947c537f247cece/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_49c90455aaf3ae4e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..648b597d21aa5811d6d476af11da08e8947c3ba9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:51.482121+00:00", + "ended_at": "2026-05-19T16:28:54.845339+00:00", + "elapsed_ms": 3363.16, + "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_49c90455aaf3ae4e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..122981986cc446f83ac9e1e07ec545017b8992fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:55.849268+00:00", + "ended_at": "2026-05-19T16:29:00.992442+00:00", + "elapsed_ms": 5143.11, + "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_49c90455aaf3ae4e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c39bb8f43ac8ad26eb4ba66aeec740f472f3f73c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/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=dAncstry2, measure_col=iSubfam1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAncstry2", + "measure_col": "iSubfam1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_49c90455aaf3ae4e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c39bb8f43ac8ad26eb4ba66aeec740f472f3f73c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/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=dAncstry2, measure_col=iSubfam1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAncstry2", + "measure_col": "iSubfam1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_49c90455aaf3ae4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81944ca788d958e2dc67d72322bdc3cb26722fc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-950b-75d3-97e9-949b4e37a7c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_49c90455aaf3ae4e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..402aa02ab7289260291df0c732d69c7fa1e890f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-950b-75d3-97e9-949b4e37a7c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_49c90455aaf3ae4e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f28b6275032f00459a739f79a38380eefd36c94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-a632-77f2-8211-72d4e03184c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_49c90455aaf3ae4e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..02ceee0bc84768e06702da354ca69dde40a2bf4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-a632-77f2-8211-72d4e03184c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_49c90455aaf3ae4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/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_49c90455aaf3ae4e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_49c90455aaf3ae4e/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_4a70e3057f999a0d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..72e7620e8517b679690ccf4faf47ab9ce58f79bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:32.166001+00:00", + "ended_at": "2026-05-19T16:08:35.345546+00:00", + "elapsed_ms": 3179.51, + "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_4a70e3057f999a0d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89116b7310d52b19ae0d3c32dcf63da0f9f4aa16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:36.347587+00:00", + "ended_at": "2026-05-19T16:08:39.283130+00:00", + "elapsed_ms": 2935.51, + "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_4a70e3057f999a0d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4249fd019f2415882a39f135a48796d642482964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/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=iMarital, measure_col=dPwgt1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMarital", + "measure_col": "dPwgt1", + "item_col": "caseid", + "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}, {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_4a70e3057f999a0d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4249fd019f2415882a39f135a48796d642482964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/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=iMarital, measure_col=dPwgt1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMarital", + "measure_col": "dPwgt1", + "item_col": "caseid", + "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}, {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_4a70e3057f999a0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a117ab105a181a04aaf7ec1688a8bd58fc1e60a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f9a6-7de3-bb92-e312b03fda6d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4a70e3057f999a0d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0de1e426cecd724696d60609ba71b3b4b0176c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f9a6-7de3-bb92-e312b03fda6d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4a70e3057f999a0d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47d63e11424deeba97881a1f83796d126adb8ea2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-09ef-79e0-ac6f-a126e5bab429"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4a70e3057f999a0d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad34928cee61c697b0ca5128c82bf91ebe9e9f00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-09ef-79e0-ac6f-a126e5bab429"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4a70e3057f999a0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/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_4a70e3057f999a0d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a70e3057f999a0d/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_4a83c1c456fef4dd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2fce9577c3430bc3295163368e432301d78108cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:39.673131+00:00", + "ended_at": "2026-05-19T16:09:42.661876+00:00", + "elapsed_ms": 2988.71, + "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_4a83c1c456fef4dd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..515bb32502a6ec7acb04146353c15653f279e5de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:43.664858+00:00", + "ended_at": "2026-05-19T16:09:47.115279+00:00", + "elapsed_ms": 3450.39, + "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_4a83c1c456fef4dd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1859be516a384338e8e4398b3efa41fe5e2ebad8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/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=iMilitary, measure_col=iRelat1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMilitary", + "measure_col": "iRelat1", + "item_col": "caseid", + "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": 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}, {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_4a83c1c456fef4dd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1859be516a384338e8e4398b3efa41fe5e2ebad8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/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=iMilitary, measure_col=iRelat1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMilitary", + "measure_col": "iRelat1", + "item_col": "caseid", + "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": 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}, {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_4a83c1c456fef4dd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f32c48b9c59dca5d7fa33feef7430c46a2faebf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0167-75a0-a337-69b1d8ca0f01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4a83c1c456fef4dd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd8ccb346111f6ecd6dc6d5d8b23cd59fa3fcef7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0167-75a0-a337-69b1d8ca0f01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4a83c1c456fef4dd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87cb9f93eaeab17e4f9d500a27d08a5eb20ee1eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1121-77d3-bb05-17dfe22dfcf3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4a83c1c456fef4dd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..166ac7bae23af0c2fce882f15d9c6eed42c13aa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1121-77d3-bb05-17dfe22dfcf3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4a83c1c456fef4dd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/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_4a83c1c456fef4dd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4a83c1c456fef4dd/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_4b4940dc690558cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ecf25064bb2ccde4254400ea6b4e347c8a2e5256 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:44.026365+00:00", + "ended_at": "2026-05-19T16:18:47.310119+00:00", + "elapsed_ms": 3283.72, + "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_4b4940dc690558cc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b814c2bbcdcc6d5d8697f3bf87655ee478c47a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:48.312118+00:00", + "ended_at": "2026-05-19T16:18:51.096937+00:00", + "elapsed_ms": 2784.78, + "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_4b4940dc690558cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0e91f8a8c5b23b6a23f666348bb729eba29e8c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/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=dIncome6, measure_col=iSubfam1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome6", + "measure_col": "iSubfam1", + "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": 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},\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_4b4940dc690558cc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0e91f8a8c5b23b6a23f666348bb729eba29e8c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/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=dIncome6, measure_col=iSubfam1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome6", + "measure_col": "iSubfam1", + "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": 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},\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_4b4940dc690558cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..412bfc1e4d77ce212e4630b50f76a48b497c904c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-4fb7-76a0-9214-d68e03adb9f8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4b4940dc690558cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2882f5109f679ae09ca474faa9e451a9647ac64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-4fb7-76a0-9214-d68e03adb9f8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4b4940dc690558cc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..566a628a071eca28d4c78185c70cf27a67747a1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-6082-7c52-9001-896578f16dd6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4b4940dc690558cc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ea1d47cace51e5edd865fe666548d15b1f0fd05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-6082-7c52-9001-896578f16dd6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4b4940dc690558cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/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_4b4940dc690558cc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_4b4940dc690558cc/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_557ef77d1f005c12/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d92d69dbef0450f8e0898827c035537371c37155 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:41.292505+00:00", + "ended_at": "2026-05-19T16:24:45.563047+00:00", + "elapsed_ms": 4270.48, + "returncode": 1, + "prompt_metrics": { + "chars": 27569, + "bytes_utf8": 27569, + "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_557ef77d1f005c12/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ddc7bab8161c25e823c958eaa960136d5bb44637 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:46.566258+00:00", + "ended_at": "2026-05-19T16:24:50.018205+00:00", + "elapsed_ms": 3451.9, + "returncode": 1, + "prompt_metrics": { + "chars": 27569, + "bytes_utf8": 27569, + "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_557ef77d1f005c12/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c04086ecb3392aa86da8fbcf6ef77da5b93db462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/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=iLooking.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "iLooking", + "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 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_557ef77d1f005c12/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c04086ecb3392aa86da8fbcf6ef77da5b93db462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/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=iLooking.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "iLooking", + "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 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_557ef77d1f005c12/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5010c6472b9f43a9d5e1d95b1caa081751e44367 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-c3cf-7860-94f3-86f9be0e16c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_557ef77d1f005c12/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d558025764f7c5466cf3697b312bd3ac9f9da64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-c3cf-7860-94f3-86f9be0e16c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_557ef77d1f005c12/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..916a06c33bd5c1d7b21f8780b6d04d7953fa1746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-d84b-77f1-ac22-473d9c58dea4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_557ef77d1f005c12/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0749fe0ca388ab4795e693a4069a298f95cdd64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-d84b-77f1-ac22-473d9c58dea4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_557ef77d1f005c12/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/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_557ef77d1f005c12/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_557ef77d1f005c12/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_573a548624b60568/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f235e74039edfc3ce2a70f3737f4b3eda2d0a112 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:00.059641+00:00", + "ended_at": "2026-05-19T16:22:03.287410+00:00", + "elapsed_ms": 3227.74, + "returncode": 1, + "prompt_metrics": { + "chars": 27868, + "bytes_utf8": 27868, + "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_573a548624b60568/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b73264a78e821e5e9c044eb0da1980849098eae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:04.290638+00:00", + "ended_at": "2026-05-19T16:22:07.333060+00:00", + "elapsed_ms": 3042.38, + "returncode": 1, + "prompt_metrics": { + "chars": 27868, + "bytes_utf8": 27868, + "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_573a548624b60568/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7329ae610329913eb392181eb716f9902988f3a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/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=iMobillim, condition_col=iWork89.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMobillim", + "condition_col": "iWork89", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_573a548624b60568/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7329ae610329913eb392181eb716f9902988f3a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/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=iMobillim, condition_col=iWork89.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMobillim", + "condition_col": "iWork89", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_573a548624b60568/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7787ca28f332b0a1805a354eb0034271da7b50b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-4d99-75b0-903c-72163e5750e7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_573a548624b60568/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b284a93b3c638e3fe241e46b9449b390ccd9596f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-4d99-75b0-903c-72163e5750e7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_573a548624b60568/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce1db077331b415f83c832fc559d25ccdcf1fcbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-5e2f-7641-9a3a-ab53ffc691d1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_573a548624b60568/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ad69da32f85caeb21b846ab97b0b8ebf006279f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-5e2f-7641-9a3a-ab53ffc691d1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_573a548624b60568/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/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_573a548624b60568/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_573a548624b60568/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_578fc702d73668f6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94498cc7ab90b9987a36135963eee3a228110ad9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:22.057484+00:00", + "ended_at": "2026-05-19T16:16:25.575754+00:00", + "elapsed_ms": 3518.22, + "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_578fc702d73668f6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..551d6ab008fe2bb9c301db91aaab2422ba6ab6f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:26.578733+00:00", + "ended_at": "2026-05-19T16:16:30.528264+00:00", + "elapsed_ms": 3949.47, + "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_578fc702d73668f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cb637ccafd28aba4c888cafef4e97cf00880fb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/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=iFertil, measure_col=dRearning.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iFertil", + "measure_col": "dRearning", + "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": 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": "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_578fc702d73668f6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cb637ccafd28aba4c888cafef4e97cf00880fb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/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=iFertil, measure_col=dRearning.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iFertil", + "measure_col": "dRearning", + "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": 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": "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_578fc702d73668f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3c31fa068de368e98515671508346cd6eb517e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-25bc-7cd0-9411-4d2a5a338d62"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_578fc702d73668f6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ad2a8ddf7bd04e9849a36f5d25864f5674ff4f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-25bc-7cd0-9411-4d2a5a338d62"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_578fc702d73668f6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89ffd49b140d6b9235b59e04056d5f18aca92d99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-3732-73b1-b889-5cf704e7341d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_578fc702d73668f6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..db80df8ccea12b4657e449ba630de0e3e684e99c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-3732-73b1-b889-5cf704e7341d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_578fc702d73668f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/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_578fc702d73668f6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_578fc702d73668f6/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_586b50861645b927/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..224e5f6483ab4f00ccd377d0a491eeef3d88de7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:11.122648+00:00", + "ended_at": "2026-05-19T16:27:14.423276+00:00", + "elapsed_ms": 3300.56, + "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_586b50861645b927/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0acf103a8d0947ac9fb979f21ba4cf7ca34dfef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:15.426708+00:00", + "ended_at": "2026-05-19T16:27:18.887310+00:00", + "elapsed_ms": 3460.54, + "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_586b50861645b927/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15fb98bb037c14cb330b156d5611643be40d2a47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/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=iWWII, measure_col=iRlabor.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iWWII", + "measure_col": "iRlabor", + "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": 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_586b50861645b927/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..15fb98bb037c14cb330b156d5611643be40d2a47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/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=iWWII, measure_col=iRlabor.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iWWII", + "measure_col": "iRlabor", + "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": 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_586b50861645b927/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7832c2daf4a6050bc8a7c848ed6145c94132ad32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-0d1a-7f21-9406-310de38bb068"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_586b50861645b927/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..439a74e3bb22516af57cce465d5370c1ea6992f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-0d1a-7f21-9406-310de38bb068"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_586b50861645b927/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f96c164e63737d6abf2724f4da2f0873a16195df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-1ddb-7530-814f-f0510d059060"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_586b50861645b927/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cc2db0616861270949782d26b9813ff7679525b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-1ddb-7530-814f-f0510d059060"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_586b50861645b927/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/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_586b50861645b927/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_586b50861645b927/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_5d0048875b282d35/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f60d564fd3593e980c8b5a672fde87b7100222b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:51.274598+00:00", + "ended_at": "2026-05-19T16:10:54.219190+00:00", + "elapsed_ms": 2944.56, + "returncode": 1, + "prompt_metrics": { + "chars": 28431, + "bytes_utf8": 28431, + "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_5d0048875b282d35/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..303fb774433a0676b5bde31ffb5e2e45bde697c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:55.222135+00:00", + "ended_at": "2026-05-19T16:10:58.730345+00:00", + "elapsed_ms": 3508.17, + "returncode": 1, + "prompt_metrics": { + "chars": 28431, + "bytes_utf8": 28431, + "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_5d0048875b282d35/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59fde5f720b1cfe702f0e160ffc8c1c233d490cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/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=dPOB, condition_col=iRrelchld.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "dPOB", + "condition_col": "iRrelchld", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..59fde5f720b1cfe702f0e160ffc8c1c233d490cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/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=dPOB, condition_col=iRrelchld.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "dPOB", + "condition_col": "iRrelchld", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..882300dc4df966d70ce014aae63f895fa10a0a79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-190d-7470-8262-0c7a6503f08b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5d0048875b282d35/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16a4c5b3a7d976d2ee419b178205141b48246e6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-190d-7470-8262-0c7a6503f08b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5d0048875b282d35/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..54768b2b81f9a989cd1785226517e14ecf7245d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-2888-7a02-a7d1-cf2988f6036f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5d0048875b282d35/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a522c1a104500d22ee1a3d873c1989459b2c310 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-2888-7a02-a7d1-cf2988f6036f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5d0048875b282d35/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/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_5d0048875b282d35/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d0048875b282d35/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_5d6d0d34283d45b4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54ffe0ba649fc163d24c9fb136841a2f16ee3726 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27542, "bytes_utf8": 27542, "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": 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": 27542, "bytes_utf8": 27542, "lines": 922, "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": 272, "bytes_utf8": 272, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20934, "cached_input_tokens": 12032, "output_tokens": 269, "reasoning_output_tokens": 190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6002f56fbeba02e8200aab1e5f445df6a1c56cb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/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_5d6d0d34283d45b4", + "api_calls": 0, + "input_tokens": 20934, + "cached_input_tokens": 12032, + "output_tokens": 269, + "total_tokens": 21203, + "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": 11304.88, + "sql_execution_elapsed_ms_total": 971.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/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_5d6d0d34283d45b4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d13fe13abc38c5d1f0191500746c2aa461973912 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:13.735973+00:00", + "ended_at": "2026-05-19T16:06:16.900305+00:00", + "elapsed_ms": 3164.28, + "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_5d6d0d34283d45b4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..07393ebf7dece200c4b9e954bd5bedcb280cfbfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:17.902643+00:00", + "ended_at": "2026-05-19T16:06:26.043282+00:00", + "elapsed_ms": 8140.6, + "prompt_metrics": { + "chars": 27542, + "bytes_utf8": 27542, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 626, + "bytes_utf8": 626, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 272, + "bytes_utf8": 272, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20934, + "cached_input_tokens": 12032, + "output_tokens": 269, + "reasoning_output_tokens": 190 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_5d6d0d34283d45b4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74708aa11c560aaf9e00657678290535618f3e6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/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=dIncome3.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dIncome3", + "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": 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_5d6d0d34283d45b4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..74708aa11c560aaf9e00657678290535618f3e6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/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=dIncome3.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dIncome3", + "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": 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_5d6d0d34283d45b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41b0bcb00ebcfbe572aa42a476c418379d326951 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-dce5-77c0-b822-09f8905abbb6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5d6d0d34283d45b4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4457c333dca4555ec970b6a7028019e400c1a01e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-dce5-77c0-b822-09f8905abbb6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5d6d0d34283d45b4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e9a83995872d1fb786aa8f98f7f91dc61f14694 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ed31-7203-aa05-d0cab8626d2f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"dIncome3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c13\\\"\\nGROUP BY \\\"dIncome3\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with \\\"dIncome3\\\" as the grouping column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20934,"cached_input_tokens":12032,"output_tokens":269,"reasoning_output_tokens":190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..688b729efabbe41b7f3b544c5d22c4b9aa0b6761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"dIncome3\", COUNT(*) AS \"row_count\"\nFROM \"c13\"\nGROUP BY \"dIncome3\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided Grouped Count by Category template with \"dIncome3\" as the grouping column."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/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_5d6d0d34283d45b4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5d6d0d34283d45b4/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_5e67620442067760/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea453f8521976759ff9b78fcb169f40c89f7c67e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:47.275686+00:00", + "ended_at": "2026-05-19T16:09:50.281047+00:00", + "elapsed_ms": 3005.28, + "returncode": 1, + "prompt_metrics": { + "chars": 28042, + "bytes_utf8": 28042, + "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_5e67620442067760/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f86ac38a08f7d4406fbf2ff9418322fdfa8e283 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:51.283791+00:00", + "ended_at": "2026-05-19T16:09:54.295796+00:00", + "elapsed_ms": 3011.97, + "returncode": 1, + "prompt_metrics": { + "chars": 28042, + "bytes_utf8": 28042, + "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_5e67620442067760/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cb0c9cab08ee3d727a6b3335b21f1f53d5a7a65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/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=iMilitary, measure_col=iRelat1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMilitary", + "measure_col": "iRelat1", + "item_col": "caseid", + "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": 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": "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_5e67620442067760/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cb0c9cab08ee3d727a6b3335b21f1f53d5a7a65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/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=iMilitary, measure_col=iRelat1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMilitary", + "measure_col": "iRelat1", + "item_col": "caseid", + "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": 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": "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_5e67620442067760/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68ffaa6c0331e6946460a23d568be8170e0baa0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1f07-74e2-81a0-4362c645765b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5e67620442067760/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a55e702ec6ca76e94b422ea0bc87e33a9601e579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1f07-74e2-81a0-4362c645765b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5e67620442067760/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efc3ff9d3d9340ed4c768c17cf927f2527e4c63b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2eb0-7f62-9620-9473c1ae78d7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5e67620442067760/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..82f6d0e7384878b7d5eb50a8e48a3b9d3f101ceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2eb0-7f62-9620-9473c1ae78d7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5e67620442067760/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/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_5e67620442067760/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e67620442067760/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_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51a136060a61494af6b784df362256d240fe4d85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5e89af5fb97be954/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:17.984112+00:00", + "ended_at": "2026-05-19T16:11:21.439372+00:00", + "elapsed_ms": 3455.23, + "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_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_5fb60cf9a2cdffa5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37b76208a1698530d7810db7d22d1b56f6aa7812 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:22.589166+00:00", + "ended_at": "2026-05-19T16:26:25.797911+00:00", + "elapsed_ms": 3208.69, + "returncode": 1, + "prompt_metrics": { + "chars": 27623, + "bytes_utf8": 27623, + "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_5fb60cf9a2cdffa5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7231d44e6ffaeb4f933175a4835f2a7c1e024e2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:26.800766+00:00", + "ended_at": "2026-05-19T16:26:30.383439+00:00", + "elapsed_ms": 3582.62, + "returncode": 1, + "prompt_metrics": { + "chars": 27623, + "bytes_utf8": 27623, + "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_5fb60cf9a2cdffa5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e141ab1503488d0672361cc85d4c0accf342a86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/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=iSubfam2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSubfam2", + "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": 1.5, + "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_5fb60cf9a2cdffa5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e141ab1503488d0672361cc85d4c0accf342a86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/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=iSubfam2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSubfam2", + "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": 1.5, + "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_5fb60cf9a2cdffa5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e41943937846c24f3e8e95107755807ae4f6341e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4f9d-78d1-99ec-2c22190287be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5fb60cf9a2cdffa5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a302bb698d3617d1d77b83aeea6105088c4fc7fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4f9d-78d1-99ec-2c22190287be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5fb60cf9a2cdffa5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3d07b4420c4a69069c880e5d504c8fc5f272ed2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5ff1-7111-8c0a-dd9011ddfa27"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5fb60cf9a2cdffa5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a646d29a8cb7789144c1c2f84d82f5521b3bbdb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5ff1-7111-8c0a-dd9011ddfa27"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5fb60cf9a2cdffa5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/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_5fb60cf9a2cdffa5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_5fb60cf9a2cdffa5/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_651a167851a8cf8b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41732f64acbd57eb4d0f9e770dae2d0b40e9a466 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 28035, "bytes_utf8": 28035, "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": 28035, "bytes_utf8": 28035, "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": 568, "bytes_utf8": 568, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 21078, "cached_input_tokens": 12032, "output_tokens": 686, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b92626ea6fce8a0a07eba69308042aaf422ee97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/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_651a167851a8cf8b", + "api_calls": 0, + "input_tokens": 21078, + "cached_input_tokens": 12032, + "output_tokens": 686, + "total_tokens": 21764, + "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": 19519.08, + "sql_execution_elapsed_ms_total": 8567.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/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_651a167851a8cf8b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8799c04d2a155c9b9515ece2467574a1292f56c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:47.818385+00:00", + "ended_at": "2026-05-19T16:07:51.615157+00:00", + "elapsed_ms": 3796.73, + "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_651a167851a8cf8b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e873b1342c3341163d53b9b827e24d0e1e5ca51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/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": "2026-05-19T16:07:52.619941+00:00", + "ended_at": "2026-05-19T16:08:08.342338+00:00", + "elapsed_ms": 15722.35, + "prompt_metrics": { + "chars": 28035, + "bytes_utf8": 28035, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 950, + "bytes_utf8": 950, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 568, + "bytes_utf8": 568, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 21078, + "cached_input_tokens": 12032, + "output_tokens": 686, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82361ea9bcc20e71290419eacbf6355179045ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/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=iLooking, measure_col=dPoverty.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iLooking", + "measure_col": "dPoverty", + "item_col": "caseid", + "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}, {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_651a167851a8cf8b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..82361ea9bcc20e71290419eacbf6355179045ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/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=iLooking, measure_col=dPoverty.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iLooking", + "measure_col": "dPoverty", + "item_col": "caseid", + "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}, {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_651a167851a8cf8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..afc9d07026b2a4dfe010075407f20064f0ffa73a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4c76-7d22-8985-bdaaa39912e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_651a167851a8cf8b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45310cde8298e776f5d9a1e3d03ebd5db964402a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4c76-7d22-8985-bdaaa39912e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_651a167851a8cf8b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3082a5653ae861effedf46ae436d737c9d94d55e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5f31-78b1-a250-3bfa2d5f4d89"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"iLooking\\\",\\n \\\"caseid\\\",\\n SUM(CAST(\\\"dPoverty\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"dPoverty\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"dPoverty\\\" AS REAL))) OVER (PARTITION BY \\\"iLooking\\\") AS share_within_group\\nFROM \\\"c13\\\"\\nGROUP BY \\\"iLooking\\\", \\\"caseid\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with group_col=\\\"iLooking\\\", item_col=\\\"caseid\\\", and measure_col=\\\"dPoverty\\\". CAST to REAL is included because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21078,"cached_input_tokens":12032,"output_tokens":686,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d9a47b7fa0be44cd20c9b279d92a62f7a7ea540 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"iLooking\",\n \"caseid\",\n SUM(CAST(\"dPoverty\" AS REAL)) AS total_measure,\n SUM(CAST(\"dPoverty\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"dPoverty\" AS REAL))) OVER (PARTITION BY \"iLooking\") AS share_within_group\nFROM \"c13\"\nGROUP BY \"iLooking\", \"caseid\"\nORDER BY share_within_group DESC;","notes":"Used the provided template with group_col=\"iLooking\", item_col=\"caseid\", and measure_col=\"dPoverty\". CAST to REAL is included because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/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_651a167851a8cf8b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_651a167851a8cf8b/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_66bb38945ca47572/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f5f27373e5cc3f48844c859aaf751bfe482183e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_66bb38945ca47572/cli/sql_response_attempt_1.raw.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."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b628850b740e686a6d7ce7bf9ef6792e692fc10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:17.203091+00:00", + "ended_at": "2026-05-19T16:10:20.087170+00:00", + "elapsed_ms": 2884.04, + "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_67b222ab128663a5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81b4eafb7b3487fb1a4f87afdc69a94575770ba0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:21.089555+00:00", + "ended_at": "2026-05-19T16:10:28.279519+00:00", + "elapsed_ms": 7189.92, + "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_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_67b222ab128663a5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59239d57a41e7eeb054e442003396d047f19d93c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/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=iMobillim, measure_col=iRiders.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMobillim", + "measure_col": "iRiders", + "item_col": "caseid", + "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": 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}, {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_67b222ab128663a5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..59239d57a41e7eeb054e442003396d047f19d93c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/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=iMobillim, measure_col=iRiders.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMobillim", + "measure_col": "iRiders", + "item_col": "caseid", + "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": 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}, {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_67b222ab128663a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6397085960832ab74eb670f462db78a19d675faf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-93f7-76b2-a645-6aa48c675c5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_67b222ab128663a5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54a2eba93a65ac8a63f20ec359152040f6d9f2b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-93f7-76b2-a645-6aa48c675c5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_67b222ab128663a5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28b5b36dc0dff22d0555f258e1dbb4278b55e4a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a321-7603-b92a-c2e094ab62bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_67b222ab128663a5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..471aff6b863d343a3f806c199bbe7a51b25be3cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a321-7603-b92a-c2e094ab62bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_67b222ab128663a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/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_67b222ab128663a5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_67b222ab128663a5/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_6d924cf7a84b932a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1dfea506101d1830bc5ceda5278d0bbf8d39a92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:44.219732+00:00", + "ended_at": "2026-05-19T16:27:47.870660+00:00", + "elapsed_ms": 3650.88, + "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_6d924cf7a84b932a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7f6886f947c60f9ff77b438cd60b7cd0dfd56a13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:48.873845+00:00", + "ended_at": "2026-05-19T16:27:52.653558+00:00", + "elapsed_ms": 3779.65, + "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_6d924cf7a84b932a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3de03a65acb40c8ea0b059d3889a21e9722993a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/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=iYearwrk, measure_col=iRPOB.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iYearwrk", + "measure_col": "iRPOB", + "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": 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 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_6d924cf7a84b932a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3de03a65acb40c8ea0b059d3889a21e9722993a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/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=iYearwrk, measure_col=iRPOB.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iYearwrk", + "measure_col": "iRPOB", + "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": 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 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_6d924cf7a84b932a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9bc06d48051c9d7efbdfb9b7c17c7ecaaa6c400 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-8e5a-77d0-b6f3-cb61bccde5b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_6d924cf7a84b932a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e470daed34675b014a7d3b46a1eb575d02bbdf6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-8e5a-77d0-b6f3-cb61bccde5b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_6d924cf7a84b932a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40e48b8230fb3edde743066537603aa469940208 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-a098-7611-82db-ebddc8c9eb1b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_6d924cf7a84b932a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..01b22c88926a8f436e80d88c668c95cb5d1a80f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-a098-7611-82db-ebddc8c9eb1b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_6d924cf7a84b932a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/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_6d924cf7a84b932a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6d924cf7a84b932a/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_6f16d05101827cc5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6a1c506f21d9b0f56b741c6142c00a5807130ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:47.203246+00:00", + "ended_at": "2026-05-19T16:26:50.811748+00:00", + "elapsed_ms": 3608.45, + "returncode": 1, + "prompt_metrics": { + "chars": 27623, + "bytes_utf8": 27623, + "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_6f16d05101827cc5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aafdbb94b21431c2b490764ce88df9563f7bcf1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:51.814616+00:00", + "ended_at": "2026-05-19T16:26:55.034177+00:00", + "elapsed_ms": 3219.52, + "returncode": 1, + "prompt_metrics": { + "chars": 27623, + "bytes_utf8": 27623, + "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_6f16d05101827cc5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8a25fba26a4604272349180f769584e0d3b23da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/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=dTravtime.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "dTravtime", + "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": 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\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_6f16d05101827cc5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8a25fba26a4604272349180f769584e0d3b23da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/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=dTravtime.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "dTravtime", + "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": 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\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_6f16d05101827cc5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..473808364cb3dc5268f39960f0445e8f1f59f2f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-afbd-7a30-9611-c4575a4cc906"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_6f16d05101827cc5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fa7addb758d6f1bf02ecbc1a46080de1914dd9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-afbd-7a30-9611-c4575a4cc906"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_6f16d05101827cc5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c141d4c2250939cb6e477cb419085ec86a917300 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-c19d-7142-ae30-2bace1c44b63"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_6f16d05101827cc5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0687085de4814cc5a7205111bd4766f9b0c235bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-c19d-7142-ae30-2bace1c44b63"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_6f16d05101827cc5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/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_6f16d05101827cc5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6f16d05101827cc5/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_6fff23563ca05103/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac983aaad4a1c33e2f7b61092a63d8e8541661ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:56.319833+00:00", + "ended_at": "2026-05-19T16:14:00.950260+00:00", + "elapsed_ms": 4630.39, + "returncode": 1, + "prompt_metrics": { + "chars": 27802, + "bytes_utf8": 27802, + "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_6fff23563ca05103/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a14b5771a7dd99b10301959ed8291009b62a4e65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:01.952377+00:00", + "ended_at": "2026-05-19T16:14:05.165206+00:00", + "elapsed_ms": 3212.8, + "returncode": 1, + "prompt_metrics": { + "chars": 27802, + "bytes_utf8": 27802, + "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_6fff23563ca05103/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e00d8a9a20c789d0ec5cf3f2949631906a24b3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/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=iLooking.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "iLooking", + "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": "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_6fff23563ca05103/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e00d8a9a20c789d0ec5cf3f2949631906a24b3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/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=iLooking.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "iLooking", + "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": "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_6fff23563ca05103/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f4feb8cb77d8f3f9a788a8261f70cbf8fed4e01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-ebe7-73f1-afad-c4a64c069fb9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_6fff23563ca05103/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4480c33bd2304aaf40df49882b1ea4032126134d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-ebe7-73f1-afad-c4a64c069fb9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_6fff23563ca05103/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd182574493efab105d619977a46f0965ae843f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-01d3-78c2-9637-cc397ea0c6b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_6fff23563ca05103/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9accbdcfaf5ced73f4679e34a0ec60b258d55eb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-01d3-78c2-9637-cc397ea0c6b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_6fff23563ca05103/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/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_6fff23563ca05103/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_6fff23563ca05103/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_79e9cca3e5555b07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df807dae86dbe63168f3a8a7d29a69f5ee92211b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:54.454642+00:00", + "ended_at": "2026-05-19T16:09:57.464287+00:00", + "elapsed_ms": 3009.61, + "returncode": 1, + "prompt_metrics": { + "chars": 28046, + "bytes_utf8": 28046, + "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_79e9cca3e5555b07/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9e6a3db2ba555dfc76936185c3a87368bd4a1561 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:58.466821+00:00", + "ended_at": "2026-05-19T16:10:01.481767+00:00", + "elapsed_ms": 3014.92, + "returncode": 1, + "prompt_metrics": { + "chars": 28046, + "bytes_utf8": 28046, + "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_79e9cca3e5555b07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1156d24c4c6eb8256dddc183c225ac2cd25e7e32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/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=iMobility, measure_col=iRemplpar.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMobility", + "measure_col": "iRemplpar", + "item_col": "caseid", + "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": 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": "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_79e9cca3e5555b07/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1156d24c4c6eb8256dddc183c225ac2cd25e7e32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/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=iMobility, measure_col=iRemplpar.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMobility", + "measure_col": "iRemplpar", + "item_col": "caseid", + "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": 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": "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_79e9cca3e5555b07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9b02525070a59a276ccf246d6921e338138378e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-3b89-78e0-8fb4-4f45713ed5fb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_79e9cca3e5555b07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73f18627a7a14ee38c8974f585fd1c761454012c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-3b89-78e0-8fb4-4f45713ed5fb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_79e9cca3e5555b07/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e62cfb678c661300f63886217b4fcaa26877d0f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4ab4-7843-88ca-ab6b37d053af"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_79e9cca3e5555b07/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ef7dd831de49a3ec535a5914f94609be6c07525 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4ab4-7843-88ca-ab6b37d053af"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_79e9cca3e5555b07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/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_79e9cca3e5555b07/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_79e9cca3e5555b07/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_7bf6cba77364ca53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20d78c3dc8cd88dde1a700f27a635f49353d7380 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:34.564875+00:00", + "ended_at": "2026-05-19T16:22:38.022078+00:00", + "elapsed_ms": 3457.07, + "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_7bf6cba77364ca53/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cba69c6a7695ee6803e95866d4c491cd8ca711bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:39.026070+00:00", + "ended_at": "2026-05-19T16:22:42.298453+00:00", + "elapsed_ms": 3272.32, + "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_7bf6cba77364ca53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b83c7a899f72db2899549c4686626b9070939f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/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=dOccup, condition_col=iWorklwk.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "dOccup", + "condition_col": "iWorklwk", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_7bf6cba77364ca53/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b83c7a899f72db2899549c4686626b9070939f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/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=dOccup, condition_col=iWorklwk.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "dOccup", + "condition_col": "iWorklwk", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_7bf6cba77364ca53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35b792bc542f1cf8d3a563ea3d6279dbd57cb064 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-d4d1-7dd1-99c6-2bb01d07a11c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_7bf6cba77364ca53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87c266c4eadbb17efebd9da9249d201cf9474cf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-d4d1-7dd1-99c6-2bb01d07a11c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_7bf6cba77364ca53/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8883b86499b4baed0a86baf6b050b8ec5705af9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-e64a-7a70-9375-c99db2d1408c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_7bf6cba77364ca53/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..599a3e56289c1e2189c1cfdd213532b9298acd13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-e64a-7a70-9375-c99db2d1408c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_7bf6cba77364ca53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/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_7bf6cba77364ca53/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7bf6cba77364ca53/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_7ce5a135b2400c0e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7881b033fb0261ef4b4e663633106ee37c488e10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:29.373907+00:00", + "ended_at": "2026-05-19T16:11:32.911198+00:00", + "elapsed_ms": 3537.26, + "returncode": 1, + "prompt_metrics": { + "chars": 28436, + "bytes_utf8": 28436, + "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_7ce5a135b2400c0e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2107fe604419a8f5d2afccf013364b3f87ca721a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:33.914521+00:00", + "ended_at": "2026-05-19T16:11:37.417244+00:00", + "elapsed_ms": 3502.67, + "returncode": 1, + "prompt_metrics": { + "chars": 28436, + "bytes_utf8": 28436, + "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_7ce5a135b2400c0e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43f7b49cb0e0c44bd89d9cbc8717b3ba159e95b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/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=iRelat1, condition_col=iSubfam1.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "iRelat1", + "condition_col": "iSubfam1", + "condition_value": "0", + "positive_value": "0", + "negative_value": "3", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_7ce5a135b2400c0e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..43f7b49cb0e0c44bd89d9cbc8717b3ba159e95b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/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=iRelat1, condition_col=iSubfam1.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "iRelat1", + "condition_col": "iSubfam1", + "condition_value": "0", + "positive_value": "0", + "negative_value": "3", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_7ce5a135b2400c0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11a79c0fe2e6acfe8b67c7e6d382f55e482172de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-adef-7512-9820-0d9a5bb426f6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_7ce5a135b2400c0e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1636484983c06617b7f312b0abe623009f8cdd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-adef-7512-9820-0d9a5bb426f6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_7ce5a135b2400c0e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33aeb8bc487f888995b831e28779525c362db058 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-bf8e-7642-b181-c0a9ac7ca215"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_7ce5a135b2400c0e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6811edbeb9a75b7ac5f3303d0d410086ac9cd624 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-bf8e-7642-b181-c0a9ac7ca215"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_7ce5a135b2400c0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/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_7ce5a135b2400c0e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_7ce5a135b2400c0e/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_85da505d0f23bef5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba01bbef3eef384829a2943880880d1aecd37bed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:28.195689+00:00", + "ended_at": "2026-05-19T16:14:31.405834+00:00", + "elapsed_ms": 3210.11, + "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_85da505d0f23bef5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5db038a11ea19babb0dec49726ace1564a869824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:32.409069+00:00", + "ended_at": "2026-05-19T16:14:37.025098+00:00", + "elapsed_ms": 4615.99, + "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_85da505d0f23bef5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..357ebdb1cf862ed1a51c5fbb9f202cc85a4f26e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/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=iClass, measure_col=dOccup.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iClass", + "measure_col": "dOccup", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, 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_85da505d0f23bef5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..357ebdb1cf862ed1a51c5fbb9f202cc85a4f26e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/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=iClass, measure_col=dOccup.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iClass", + "measure_col": "dOccup", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, 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_85da505d0f23bef5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..318ad5001cb787510f89e0eafaf974496e672bc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-6860-7822-8baa-b28b32aac8cc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_85da505d0f23bef5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a934e2cc263ce3f39095a26a1ac046f1d8e16deb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-6860-7822-8baa-b28b32aac8cc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_85da505d0f23bef5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a73f90d87687707f946241dfb29e8b1421f08e73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-78ce-73e1-84ac-9cd4ecf7658e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_85da505d0f23bef5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ee0c88dcc24d3e3a5e9b69f30e669b7f3f3bb68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-78ce-73e1-84ac-9cd4ecf7658e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_85da505d0f23bef5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/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_85da505d0f23bef5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_85da505d0f23bef5/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_8c5c2b8a50028992/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21315aa3ab53d3d493f72fd711db61934b814487 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:44.630875+00:00", + "ended_at": "2026-05-19T16:14:49.188744+00:00", + "elapsed_ms": 4557.84, + "returncode": 1, + "prompt_metrics": { + "chars": 28186, + "bytes_utf8": 28186, + "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_8c5c2b8a50028992/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..675ccc2b9bbc2310888948a05362defa0ed1a635 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:50.191432+00:00", + "ended_at": "2026-05-19T16:14:53.204843+00:00", + "elapsed_ms": 3013.37, + "returncode": 1, + "prompt_metrics": { + "chars": 28186, + "bytes_utf8": 28186, + "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_8c5c2b8a50028992/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0db3888026b4542241a273fe51f1d4f56cda8b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/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=dDepart, measure_col=iPerscare.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dDepart", + "measure_col": "iPerscare", + "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": 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_8c5c2b8a50028992/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0db3888026b4542241a273fe51f1d4f56cda8b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/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=dDepart, measure_col=iPerscare.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dDepart", + "measure_col": "iPerscare", + "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": 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_8c5c2b8a50028992/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85db6f2386819c524fac8d5f55a0b980da8858fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-a888-7991-b5b4-fb6b754d3166"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_8c5c2b8a50028992/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f298b8a5ac31cee5ce9ab7d864a4cde0ecd4a8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-a888-7991-b5b4-fb6b754d3166"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_8c5c2b8a50028992/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5b2ccd5b961e303bbb19f8f0e187907ed4dbd6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-be6f-7382-a96e-bf6132e4e91d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_8c5c2b8a50028992/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b02dd3a2c74f015dc87ab49074d06fd3188a579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-be6f-7382-a96e-bf6132e4e91d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_8c5c2b8a50028992/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/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_8c5c2b8a50028992/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8c5c2b8a50028992/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fab062a8b4aef09168a4fb0cf71b20429850a94f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c13", + "started_at": "2026-05-19T16:10:58.731706+00:00", + "ended_at": "2026-05-19T16:11:06.579562+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c13_8dd19a5d6b5e8f21", + "problem_id": "v2p_c13_6bd5fed1b4070f80", + "dataset_id": "c13", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=dPoverty, condition_col=iRspouse.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=38" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15b75d41310d21268dae150f58a024cc65c3d330 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_8dd19a5d6b5e8f21/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:02.255128+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3361.18, "started_at": "2026-05-19T16:10:58.893098+00:00", "ended_at": "2026-05-19T16:11:02.254307+00:00", "prompt_metrics": {"chars": 28438, "bytes_utf8": 28438, "lines": 927, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-36c1-7671-a99a-aca816fd5ae6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:06.579474+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3322.21, "started_at": "2026-05-19T16:11:03.256427+00:00", "ended_at": "2026-05-19T16:11:06.578676+00:00", "prompt_metrics": {"chars": 28438, "bytes_utf8": 28438, "lines": 927, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-47d1-75e1-9a4d-ed23138c9495\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b85724c948d80dfec7a7eba4f330afee27d7b901 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:17.163373+00:00", + "ended_at": "2026-05-19T16:08:20.571887+00:00", + "elapsed_ms": 3408.47, + "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_91c0b2aa2e5a6262/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec41b10123d64a1e27b0aa6e334a1ef8d0adc855 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:21.574519+00:00", + "ended_at": "2026-05-19T16:08:24.620175+00:00", + "elapsed_ms": 3045.62, + "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_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_91c0b2aa2e5a6262/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b909c68fcfc2a8c21700dd41e85be2b59f04b84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/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=iLooking, measure_col=dPoverty.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iLooking", + "measure_col": "dPoverty", + "item_col": "caseid", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_91c0b2aa2e5a6262/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b909c68fcfc2a8c21700dd41e85be2b59f04b84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/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=iLooking, measure_col=dPoverty.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iLooking", + "measure_col": "dPoverty", + "item_col": "caseid", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_91c0b2aa2e5a6262/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17b13ce010b90db0f35d6efa26ef8a1c7911ff4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-bf20-79b3-82a3-0534369d0395"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_91c0b2aa2e5a6262/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..708f370cc939cc9171016f3026b653e18824ee0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-bf20-79b3-82a3-0534369d0395"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_91c0b2aa2e5a6262/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d38be6f8078de5288e956acf3138d147ef5aa4ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-d053-7510-8279-28d303c860ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_91c0b2aa2e5a6262/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eae2b5f9e48b581cfa8e959ed31a9a150dd6d478 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-d053-7510-8279-28d303c860ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_91c0b2aa2e5a6262/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/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_91c0b2aa2e5a6262/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91c0b2aa2e5a6262/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_91cb2370b487f211/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..afb4f5ddda28dc9e386ad1809ad9649fa896f64e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:24.039717+00:00", + "ended_at": "2026-05-19T16:13:27.157491+00:00", + "elapsed_ms": 3117.74, + "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_91cb2370b487f211/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e31bab09210369d5f0cf63acc3bb45090f216e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:28.159516+00:00", + "ended_at": "2026-05-19T16:13:31.413983+00:00", + "elapsed_ms": 3254.43, + "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_91cb2370b487f211/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca01d9c51dc51bba92afe54e19d448cef7526113 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/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=iImmigr.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "iImmigr", + "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": "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_91cb2370b487f211/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca01d9c51dc51bba92afe54e19d448cef7526113 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/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=iImmigr.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "iImmigr", + "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": "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_91cb2370b487f211/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e16388c229d851ecf6659ee20bfea1d2d6fb9778 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-6de4-7e71-bd91-eb1898ab63d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_91cb2370b487f211/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e30bc8f22376d1e10fbf87eb6e2afde9730273f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-6de4-7e71-bd91-eb1898ab63d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_91cb2370b487f211/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb2967221f286bc1c0cd995d7b2dba91b2b0f281 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7dcf-7150-b19a-c1e15b8e8af8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_91cb2370b487f211/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f880c1fa631bfdc7558b4e940ed3fcea57c57a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7dcf-7150-b19a-c1e15b8e8af8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_91cb2370b487f211/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/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_91cb2370b487f211/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_91cb2370b487f211/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_94a9d4a9a770383d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2085dd90dc6608d94f60ff7eeac96c7557dadfcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27633, "bytes_utf8": 27633, "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": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20962, "cached_input_tokens": 12032, "output_tokens": 276, "reasoning_output_tokens": 171}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24f176c32b318657fa4687ea13729c53c6542fa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/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_94a9d4a9a770383d", + "api_calls": 0, + "input_tokens": 20962, + "cached_input_tokens": 12032, + "output_tokens": 276, + "total_tokens": 21238, + "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": 8420.02, + "sql_execution_elapsed_ms_total": 1130.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/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_94a9d4a9a770383d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c025d6b0c6241b0e90f74b74b7e6c02405e5f7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/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": "2026-05-19T16:03:03.899127+00:00", + "ended_at": "2026-05-19T16:03:12.319182+00:00", + "elapsed_ms": 8420.02, + "prompt_metrics": { + "chars": 27633, + "bytes_utf8": 27633, + "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": 20962, + "cached_input_tokens": 12032, + "output_tokens": 276, + "reasoning_output_tokens": 171 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_94a9d4a9a770383d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91625ac972a95d14e18b531c2802645737216b20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/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": 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": 5.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_94a9d4a9a770383d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dd3641b4cba8869e090ecd6a4f761989e98a6e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-f769-7a11-9036-a00995e020b2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"iAvail\\\", SUM(CAST(\\\"dAncstry2\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c13\\\"\\nGROUP BY \\\"iAvail\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"iAvail\\\" and measure_col=\\\"dAncstry2\\\". CAST is applied because the schema snapshot shows these columns stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20962,"cached_input_tokens":12032,"output_tokens":276,"reasoning_output_tokens":171}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f73a8f4877a059f0e3f6a0cf3d6eea0db39c66e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"iAvail\", SUM(CAST(\"dAncstry2\" AS NUMERIC)) AS total_measure\nFROM \"c13\"\nGROUP BY \"iAvail\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped numeric sum template with group_col=\"iAvail\" and measure_col=\"dAncstry2\". CAST is applied because the schema snapshot shows these columns stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_94a9d4a9a770383d/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_99a0b15cccb82717/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..00b1be3d23a38ec9557478a262288a0050e13a96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:33.973106+00:00", + "ended_at": "2026-05-19T16:23:36.927130+00:00", + "elapsed_ms": 2953.98, + "returncode": 1, + "prompt_metrics": { + "chars": 27570, + "bytes_utf8": 27570, + "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_99a0b15cccb82717/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bfc36a01925e1edfe764867ab0111d01462a4b8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:37.929619+00:00", + "ended_at": "2026-05-19T16:23:41.464851+00:00", + "elapsed_ms": 3535.18, + "returncode": 1, + "prompt_metrics": { + "chars": 27570, + "bytes_utf8": 27570, + "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_99a0b15cccb82717/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ccd40782f183ebe0167e306a36ddceb194a0daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/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=dHispanic.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "dHispanic", + "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": 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_99a0b15cccb82717/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ccd40782f183ebe0167e306a36ddceb194a0daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/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=dHispanic.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "dHispanic", + "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": 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_99a0b15cccb82717/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fef92b6bf106944787ed3462781a8b159bffad36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-bcb9-78a1-95fa-8b4cd0570be6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_99a0b15cccb82717/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d7a604754d2ed2dc0acf7556cd70e31f238a8b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-bcb9-78a1-95fa-8b4cd0570be6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_99a0b15cccb82717/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c89a369f0501016a475a2ffe50972832236b11a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-cc44-7301-b87b-3413a011668b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_99a0b15cccb82717/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0cb1911a702d703eb02d6faa814478960e89c18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-cc44-7301-b87b-3413a011668b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_99a0b15cccb82717/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/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_99a0b15cccb82717/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0b15cccb82717/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_99a0bd09737d9519/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e90b4dedc16760fb07d1dc13bc6da921dc7043e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 28047, "bytes_utf8": 28047, "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": 619, "bytes_utf8": 619, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 21087, "cached_input_tokens": 12032, "output_tokens": 709, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fac0b1262324d488f8ab38ba38945d30614785d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/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_99a0bd09737d9519", + "api_calls": 0, + "input_tokens": 21087, + "cached_input_tokens": 12032, + "output_tokens": 709, + "total_tokens": 21796, + "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": 14565.11, + "sql_execution_elapsed_ms_total": 7893.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/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_99a0bd09737d9519/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b214ac79e02c46f61c5139e28880b015a8c4c280 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:47.159054+00:00", + "ended_at": "2026-05-19T16:09:01.724203+00:00", + "elapsed_ms": 14565.11, + "prompt_metrics": { + "chars": 28047, + "bytes_utf8": 28047, + "lines": 926, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1000, + "bytes_utf8": 1000, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 619, + "bytes_utf8": 619, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 21087, + "cached_input_tokens": 12032, + "output_tokens": 709, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c36193a9658584f5a78064952390b9d36bafe18d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/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=iMay75880, measure_col=iRagechld.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMay75880", + "measure_col": "iRagechld", + "item_col": "caseid", + "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": 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}, {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_99a0bd09737d9519/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5d538c8ab51dac72cc14fa3e85a888e82ee3317 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-344c-7673-a1c4-a56e3d4981a7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"iMay75880\\\", \\\"caseid\\\",\\n SUM(CAST(\\\"iRagechld\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"iRagechld\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"iRagechld\\\" AS REAL))) OVER (PARTITION BY \\\"iMay75880\\\") AS share_within_group\\nFROM \\\"c13\\\"\\nGROUP BY \\\"iMay75880\\\", \\\"caseid\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"iMay75880\\\", item_col=\\\"caseid\\\", and measure_col=\\\"iRagechld\\\". Used CAST(... AS REAL) because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21087,"cached_input_tokens":12032,"output_tokens":709,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..597e5f03b94e0d4a010fb9a0f604717a43522e3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"iMay75880\", \"caseid\",\n SUM(CAST(\"iRagechld\" AS REAL)) AS total_measure,\n SUM(CAST(\"iRagechld\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"iRagechld\" AS REAL))) OVER (PARTITION BY \"iMay75880\") AS share_within_group\nFROM \"c13\"\nGROUP BY \"iMay75880\", \"caseid\"\nORDER BY share_within_group DESC\nLIMIT 19;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"iMay75880\", item_col=\"caseid\", and measure_col=\"iRagechld\". Used CAST(... AS REAL) because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_99a0bd09737d9519/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_9dedbfa1580dec18/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..829dea0af80f948e536b132d7d342a867be25921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:19.645274+00:00", + "ended_at": "2026-05-19T16:14:24.124964+00:00", + "elapsed_ms": 4479.65, + "returncode": 1, + "prompt_metrics": { + "chars": 28192, + "bytes_utf8": 28192, + "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_9dedbfa1580dec18/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..41f10bb18923a852028c6d1fd63879cced7735d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:25.127479+00:00", + "ended_at": "2026-05-19T16:14:28.051346+00:00", + "elapsed_ms": 2923.83, + "returncode": 1, + "prompt_metrics": { + "chars": 28192, + "bytes_utf8": 28192, + "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_9dedbfa1580dec18/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7d43fb984659b18159878881187e116df6d4b0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/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=iCitizen, measure_col=iMobillim.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iCitizen", + "measure_col": "iMobillim", + "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": "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_9dedbfa1580dec18/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7d43fb984659b18159878881187e116df6d4b0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/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=iCitizen, measure_col=iMobillim.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iCitizen", + "measure_col": "iMobillim", + "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": "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_9dedbfa1580dec18/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bb2c2f3a1617f0796c71182c03ecaf41f4fe12e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-46f0-7862-82fc-a30918935eac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_9dedbfa1580dec18/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..291830e3ba939b5de646a4d0034b64a8648ae636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-46f0-7862-82fc-a30918935eac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_9dedbfa1580dec18/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bf88215e683d546b74946fb04fe0441493c18de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5c72-7ec0-8ac3-970f910709b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_9dedbfa1580dec18/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b37dc4fcc16923fc897d0839c17fb8b746683c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5c72-7ec0-8ac3-970f910709b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_9dedbfa1580dec18/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/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_9dedbfa1580dec18/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9dedbfa1580dec18/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_9fb1d6626b3d6002/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3528655c222798d4a538fddfc8d4f7221825acf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:24.429389+00:00", + "ended_at": "2026-05-19T16:24:27.775089+00:00", + "elapsed_ms": 3345.64, + "returncode": 1, + "prompt_metrics": { + "chars": 27571, + "bytes_utf8": 27571, + "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_9fb1d6626b3d6002/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85c54c5a932adf7c1f3e7639228cb2676cca026e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:28.777582+00:00", + "ended_at": "2026-05-19T16:24:32.111530+00:00", + "elapsed_ms": 3333.89, + "returncode": 1, + "prompt_metrics": { + "chars": 27571, + "bytes_utf8": 27571, + "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_9fb1d6626b3d6002/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bc2dea5a696a09f833960ae21f5f80296dafb2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/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=dIndustry.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "dIndustry", + "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 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_9fb1d6626b3d6002/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bc2dea5a696a09f833960ae21f5f80296dafb2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/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=dIndustry.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "dIndustry", + "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 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_9fb1d6626b3d6002/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2a185fa0527772a9f1baab89ec2f19b23d6c3c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-81e3-7fd3-9e1a-546626c63add"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_9fb1d6626b3d6002/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d56477374583a67b76c629da530debc77132a2b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-81e3-7fd3-9e1a-546626c63add"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_9fb1d6626b3d6002/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47d9f80315996b0d9167d7aa136763480db29360 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-92e4-7c42-be89-270248f8ee7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_9fb1d6626b3d6002/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fe799a044a60a915ae1120249eaab0779bbfff3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-92e4-7c42-be89-270248f8ee7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_9fb1d6626b3d6002/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/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_9fb1d6626b3d6002/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_9fb1d6626b3d6002/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_a3e7b2bb13d2262e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ee48d838aed4f6dccd463bb77a4439925a769dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:06.686916+00:00", + "ended_at": "2026-05-19T16:12:09.816184+00:00", + "elapsed_ms": 3129.23, + "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_a3e7b2bb13d2262e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43d76f366c9057b5e90487056031ced7d40dab2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:10.818318+00:00", + "ended_at": "2026-05-19T16:12:15.097404+00:00", + "elapsed_ms": 4279.05, + "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_a3e7b2bb13d2262e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bce841e9cb9e55961ab8c2ec8f580ef168a3825 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/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=iRspouse.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iRspouse", + "predicate_col": "iRPOB", + "predicate_op": ">=", + "predicate_value": 24.0, + "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": 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}, {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_a3e7b2bb13d2262e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bce841e9cb9e55961ab8c2ec8f580ef168a3825 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/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=iRspouse.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "dAge", + "group_col_2": "iRspouse", + "predicate_col": "iRPOB", + "predicate_op": ">=", + "predicate_value": 24.0, + "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": 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}, {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_a3e7b2bb13d2262e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e91f79e8870827672479f85c9b051c764297f8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-3f9e-7b40-a155-0d470a5535be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a3e7b2bb13d2262e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81ddda97365c6c7176d3aa0c4ae050cdf7cb29f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-3f9e-7b40-a155-0d470a5535be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a3e7b2bb13d2262e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84db3e3c9196578319bbb2b61921e6223fb0adce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-4fbd-71f2-9923-409a2e05005d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a3e7b2bb13d2262e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..842d063f69ab772620331f6252523a26575640cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-4fbd-71f2-9923-409a2e05005d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a3e7b2bb13d2262e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/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_a3e7b2bb13d2262e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a3e7b2bb13d2262e/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_a6b4d8bbdbd7eacd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f09b4766b813d8d625b311b355d39b3969bed4f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27638, "bytes_utf8": 27638, "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": 27638, "bytes_utf8": 27638, "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": 20966, "cached_input_tokens": 12032, "output_tokens": 353, "reasoning_output_tokens": 239}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ec929ac75244442421c258f07d592bd904a2b5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/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_a6b4d8bbdbd7eacd", + "api_calls": 0, + "input_tokens": 20966, + "cached_input_tokens": 12032, + "output_tokens": 353, + "total_tokens": 21319, + "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": 12749.6, + "sql_execution_elapsed_ms_total": 1259.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/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_a6b4d8bbdbd7eacd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd97fb58948fc147e68d1fbddd38858b6c69f8f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:40.880870+00:00", + "ended_at": "2026-05-19T16:02:44.087700+00:00", + "elapsed_ms": 3206.79, + "returncode": 1, + "prompt_metrics": { + "chars": 27638, + "bytes_utf8": 27638, + "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_a6b4d8bbdbd7eacd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f40b6b3b81c66e9c9f24428b3defdc703c796ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/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": "2026-05-19T16:02:45.091385+00:00", + "ended_at": "2026-05-19T16:02:54.634235+00:00", + "elapsed_ms": 9542.81, + "prompt_metrics": { + "chars": 27638, + "bytes_utf8": 27638, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 747, + "bytes_utf8": 747, + "lines": 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": 20966, + "cached_input_tokens": 12032, + "output_tokens": 353, + "reasoning_output_tokens": 239 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_a6b4d8bbdbd7eacd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b54f83e6a25f5ea6da77305103a0cc40ed15df8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/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=dAncstry2, measure_col=dAncstry1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "dAncstry2", + "measure_col": "dAncstry1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_a6b4d8bbdbd7eacd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b54f83e6a25f5ea6da77305103a0cc40ed15df8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/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=dAncstry2, measure_col=dAncstry1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "dAncstry2", + "measure_col": "dAncstry1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_a6b4d8bbdbd7eacd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..861617d5872f97e064e4c1014c2e0dbafde7026b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-9d9a-70c3-9db7-170ae9270620"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a6b4d8bbdbd7eacd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..790b286d706207df0e79cb21df999d5e4a894e97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-9d9a-70c3-9db7-170ae9270620"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a6b4d8bbdbd7eacd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71dc3fba434fb06d57e8b1fab62b75acb6ab3c65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-ade6-7b00-83d7-1cfe58048d16"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"dAncstry2\\\", SUM(CAST(\\\"dAncstry1\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c13\\\"\\nGROUP BY \\\"dAncstry2\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with group_col=\\\"dAncstry2\\\" and measure_col=\\\"dAncstry1\\\". CAST is used because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20966,"cached_input_tokens":12032,"output_tokens":353,"reasoning_output_tokens":239}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbb3b78a750911fa591649c62716dd1562ef30e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"dAncstry2\", SUM(CAST(\"dAncstry1\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c13\"\nGROUP BY \"dAncstry2\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the planned Grouped Numeric Sum template with group_col=\"dAncstry2\" and measure_col=\"dAncstry1\". CAST is used because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/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_a6b4d8bbdbd7eacd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6b4d8bbdbd7eacd/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_a6d2c45f5e92da0a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85681d125d4a48766f91688e1f38d45cfd7a6993 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:42.570273+00:00", + "ended_at": "2026-05-19T16:22:54.346089+00:00", + "elapsed_ms": 11775.75, + "returncode": 1, + "prompt_metrics": { + "chars": 27864, + "bytes_utf8": 27864, + "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_a6d2c45f5e92da0a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2bb497c24da2cb6f0aa709eee700208468df9a92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:55.348934+00:00", + "ended_at": "2026-05-19T16:23:00.248095+00:00", + "elapsed_ms": 4899.11, + "returncode": 1, + "prompt_metrics": { + "chars": 27864, + "bytes_utf8": 27864, + "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_a6d2c45f5e92da0a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03b29a11525f4eac749986a981c39fbc70c5424c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/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=iOthrserv, condition_col=iWWII.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iOthrserv", + "condition_col": "iWWII", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_a6d2c45f5e92da0a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..03b29a11525f4eac749986a981c39fbc70c5424c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/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=iOthrserv, condition_col=iWWII.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iOthrserv", + "condition_col": "iWWII", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_a6d2c45f5e92da0a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a7418fe7ac3f60f2beb97caccc645ced360dd20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-f3f8-73c3-9c12-8985a16a9ab3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a6d2c45f5e92da0a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b27a078b8e3a2993e6362c6058cb0d6ad695843d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-f3f8-73c3-9c12-8985a16a9ab3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a6d2c45f5e92da0a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..798e71da591543d0564872d913930307b82aeeb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-25ed-7ff2-891b-d4ee3be99deb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a6d2c45f5e92da0a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..afeb037b3f77480e43498d060f5785c648f07229 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-25ed-7ff2-891b-d4ee3be99deb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a6d2c45f5e92da0a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/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_a6d2c45f5e92da0a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a6d2c45f5e92da0a/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_a78327a89fd5edc3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1385f5a0ddaf2ba2f2431d0630037b6bcc4c0159 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:58.440713+00:00", + "ended_at": "2026-05-19T16:26:01.663966+00:00", + "elapsed_ms": 3223.19, + "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_a78327a89fd5edc3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc02e94a0bd51fd1287c9091a0e28a2bdb9bb342 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:02.666869+00:00", + "ended_at": "2026-05-19T16:26:06.139226+00:00", + "elapsed_ms": 3472.3, + "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_a78327a89fd5edc3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a7f3dff5d350e4d78eb365e0708f55fd8424f29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/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=iSubfam1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSubfam1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_a78327a89fd5edc3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a7f3dff5d350e4d78eb365e0708f55fd8424f29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/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=iSubfam1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iSubfam1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_a78327a89fd5edc3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6af92c0bfea565593f17f3bc0b5685cfa32069ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-f113-78e3-9a32-166319cb2c28"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a78327a89fd5edc3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca12ec70e5b847c143749df86585d362f39fa626 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-f113-78e3-9a32-166319cb2c28"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a78327a89fd5edc3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1617e09d5caa82bba0ba6d55424b0cea40ea96ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-018f-7b30-bcbb-78e36aa0e9d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a78327a89fd5edc3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fee369b97ac70a5d8c1e23a7205214eccb4f92b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-018f-7b30-bcbb-78e36aa0e9d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a78327a89fd5edc3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/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_a78327a89fd5edc3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a78327a89fd5edc3/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_a8775310d5c0d570/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e63d9419e15c4d6b4536cfdae26da4e0f31e2496 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:22.037933+00:00", + "ended_at": "2026-05-19T16:18:25.226915+00:00", + "elapsed_ms": 3188.95, + "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_a8775310d5c0d570/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1cf9518b40a0b69ad5a0695021df667e149b1196 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:26.229215+00:00", + "ended_at": "2026-05-19T16:18:29.399537+00:00", + "elapsed_ms": 3170.29, + "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_a8775310d5c0d570/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23d176bf85d5494a7170e28804cd821f79a4365e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/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=dIncome4, measure_col=iRvetserv.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome4", + "measure_col": "iRvetserv", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_a8775310d5c0d570/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..23d176bf85d5494a7170e28804cd821f79a4365e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/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=dIncome4, measure_col=iRvetserv.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome4", + "measure_col": "iRvetserv", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_a8775310d5c0d570/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc75e8c61fa06113dbb76d198a93d7983ebbf7a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-f9d6-75d3-b1e7-26f2b3a86521"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a8775310d5c0d570/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2592e5fc01c8f39b9779a1fc0aea975d27bc699 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-f9d6-75d3-b1e7-26f2b3a86521"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a8775310d5c0d570/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..18ad554271ce5a6ebd5e9f38791397c5e48d7ca2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-0a3d-7231-86d8-188b932dcf2f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a8775310d5c0d570/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..43a45eda06cd21da09b96588ca49e907a3c1d3aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-0a3d-7231-86d8-188b932dcf2f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a8775310d5c0d570/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/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_a8775310d5c0d570/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a8775310d5c0d570/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_a9e3f2b6017aacab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9661228f674921937c1b8310cd5f67d321ef1656 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:49.990276+00:00", + "ended_at": "2026-05-19T16:20:53.234877+00:00", + "elapsed_ms": 3244.57, + "returncode": 1, + "prompt_metrics": { + "chars": 27886, + "bytes_utf8": 27886, + "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_a9e3f2b6017aacab/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dcb469b7365e538ef6fb0a516b2e1d43c700a777 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:54.238070+00:00", + "ended_at": "2026-05-19T16:20:58.226924+00:00", + "elapsed_ms": 3988.81, + "returncode": 1, + "prompt_metrics": { + "chars": 27886, + "bytes_utf8": 27886, + "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_a9e3f2b6017aacab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..111f4dae062cba8d01426bbecf891bb51907a293 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/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=iMeans, condition_col=dTravtime.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMeans", + "condition_col": "dTravtime", + "condition_value": "3", + "positive_value": "3", + "negative_value": "6", + "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": 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},\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_a9e3f2b6017aacab/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..111f4dae062cba8d01426bbecf891bb51907a293 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/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=iMeans, condition_col=dTravtime.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMeans", + "condition_col": "dTravtime", + "condition_value": "3", + "positive_value": "3", + "negative_value": "6", + "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": 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},\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_a9e3f2b6017aacab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e0b69f8ccd1e174ee7da223c04aa1206b7b0411 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-3bd7-76d1-8863-c64be7c95bc3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a9e3f2b6017aacab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc87947d2dbebded29de2c258241243cc1b3fe9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-3bd7-76d1-8863-c64be7c95bc3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a9e3f2b6017aacab/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1a1234b350875d5d614739f404cd58bdab8e114 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-4c75-72d2-a9fb-3a2213d79e0f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a9e3f2b6017aacab/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e1725c386fdf80e10fd91b3f141ad7de0c512b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-4c75-72d2-a9fb-3a2213d79e0f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a9e3f2b6017aacab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/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_a9e3f2b6017aacab/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_a9e3f2b6017aacab/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_abb0770737d0d0bf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f1a895a0d3498e03a354856c3f05db1f176462d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27539, "bytes_utf8": 27539, "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": 274, "bytes_utf8": 274, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20934, "cached_input_tokens": 12032, "output_tokens": 215, "reasoning_output_tokens": 134}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..388556a168decec9a78a7c20c3a74cf3159a7e2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/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_abb0770737d0d0bf", + "api_calls": 0, + "input_tokens": 20934, + "cached_input_tokens": 12032, + "output_tokens": 215, + "total_tokens": 21149, + "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": 7479.95, + "sql_execution_elapsed_ms_total": 993.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/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_abb0770737d0d0bf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..972ef2c3ac5805af79fedf6ab28532e411a01a5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/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": "2026-05-19T16:05:46.181529+00:00", + "ended_at": "2026-05-19T16:05:53.661546+00:00", + "elapsed_ms": 7479.95, + "prompt_metrics": { + "chars": 27539, + "bytes_utf8": 27539, + "lines": 922, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 624, + "bytes_utf8": 624, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 274, + "bytes_utf8": 274, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20934, + "cached_input_tokens": 12032, + "output_tokens": 215, + "reasoning_output_tokens": 134 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_abb0770737d0d0bf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..877a7a6c0fe389df0a6e8fdf7cd48e0d94a9c9ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/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=iImmigr.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "iImmigr", + "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": "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_abb0770737d0d0bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..695fbc8e551cee25aaf807287ce52475903bfb97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-716b-7350-ac98-70349601060f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count.\\nSELECT \\\"iImmigr\\\", COUNT(*) AS row_count\\nFROM \\\"c13\\\"\\nGROUP BY \\\"iImmigr\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required grouped-count template with group_col bound to \\\"iImmigr\\\" on the single table \\\"c13\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20934,"cached_input_tokens":12032,"output_tokens":215,"reasoning_output_tokens":134}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c26cb85d81fe4910a5348f7b478b072769795226 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count.\nSELECT \"iImmigr\", COUNT(*) AS row_count\nFROM \"c13\"\nGROUP BY \"iImmigr\"\nORDER BY row_count DESC;","notes":"Uses the required grouped-count template with group_col bound to \"iImmigr\" on the single table \"c13\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abb0770737d0d0bf/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_abe4c5eb10600ea0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32e2b2d5ca59f8c5bdd5221512f6b2c21958c0f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:33.151590+00:00", + "ended_at": "2026-05-19T16:02:36.581625+00:00", + "elapsed_ms": 3430.0, + "returncode": 1, + "prompt_metrics": { + "chars": 27636, + "bytes_utf8": 27636, + "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_abe4c5eb10600ea0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b1df8fd3419394c653f832ac9d1e769e9e4b313 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:37.584525+00:00", + "ended_at": "2026-05-19T16:02:40.726514+00:00", + "elapsed_ms": 3141.96, + "returncode": 1, + "prompt_metrics": { + "chars": 27636, + "bytes_utf8": 27636, + "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_abe4c5eb10600ea0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ef3db48e7d80e1760b1ed3c309240a45886238b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/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=dAncstry2, measure_col=dAncstry1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "dAncstry2", + "measure_col": "dAncstry1", + "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": 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_abe4c5eb10600ea0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ef3db48e7d80e1760b1ed3c309240a45886238b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/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=dAncstry2, measure_col=dAncstry1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "dAncstry2", + "measure_col": "dAncstry1", + "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": 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_abe4c5eb10600ea0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e823e34519a91adc2b90dfd9c0b0417fb76f0afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-7f4c-75a1-bfeb-cdba09919167"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_abe4c5eb10600ea0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b0cff79bb32d24c30a4e9cf4179c322c8643fbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-7f4c-75a1-bfeb-cdba09919167"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_abe4c5eb10600ea0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7f2fda455f8ccd253a49cf4379f3c879f283add --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-90a3-7d91-9c8f-3a53f40a8a2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_abe4c5eb10600ea0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0f913bdc24f060167ec7cb70b5cb26348a76b1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-90a3-7d91-9c8f-3a53f40a8a2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_abe4c5eb10600ea0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/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_abe4c5eb10600ea0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_abe4c5eb10600ea0/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_ac1df8fe75420257/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d9759cddc7fb853fc85e47b0e59b0b0e01bf8c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:27.948402+00:00", + "ended_at": "2026-05-19T16:28:31.009888+00:00", + "elapsed_ms": 3061.44, + "returncode": 1, + "prompt_metrics": { + "chars": 27714, + "bytes_utf8": 27714, + "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_ac1df8fe75420257/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f7779f375e814a2e99f4f229a1a7dc6d2976efdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:32.013948+00:00", + "ended_at": "2026-05-19T16:28:35.538971+00:00", + "elapsed_ms": 3524.96, + "returncode": 1, + "prompt_metrics": { + "chars": 27714, + "bytes_utf8": 27714, + "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_ac1df8fe75420257/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71b21ccc1945a6ea91489f67c6cff0558a21109d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/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=dAncstry1, measure_col=iSchool.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAncstry1", + "measure_col": "iSchool", + "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": "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_ac1df8fe75420257/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..71b21ccc1945a6ea91489f67c6cff0558a21109d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/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=dAncstry1, measure_col=iSchool.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAncstry1", + "measure_col": "iSchool", + "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": "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_ac1df8fe75420257/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fec41097dc55e83de8b71c66b9c842fce6c307ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-3928-7243-b698-9538b5a9ceac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ac1df8fe75420257/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e8fcdc6d48ba75b1066caf154a21b16aa9f3f74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-3928-7243-b698-9538b5a9ceac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ac1df8fe75420257/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44c63b862abbcf1a5ff31376d0a5e4e8f1d90216 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-48fa-7103-ad6a-73c4e37d511f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ac1df8fe75420257/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..778f611914747a67a3132ed2752cd7c8491800f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-48fa-7103-ad6a-73c4e37d511f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ac1df8fe75420257/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/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_ac1df8fe75420257/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ac1df8fe75420257/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_ad73dabcfba23741/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a04557dbe1593bc95e165b6873431c23f77a9ea8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:55.312776+00:00", + "ended_at": "2026-05-19T16:26:58.926201+00:00", + "elapsed_ms": 3613.36, + "returncode": 1, + "prompt_metrics": { + "chars": 27625, + "bytes_utf8": 27625, + "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_ad73dabcfba23741/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a95056baf7d68cb544dcd27dd68858961c5a9c1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:59.928936+00:00", + "ended_at": "2026-05-19T16:27:03.300597+00:00", + "elapsed_ms": 3371.6, + "returncode": 1, + "prompt_metrics": { + "chars": 27625, + "bytes_utf8": 27625, + "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_ad73dabcfba23741/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6620b08dfa2adf4a906a41dad5dab3c57b83f8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/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=dTravtime.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "dTravtime", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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\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_ad73dabcfba23741/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6620b08dfa2adf4a906a41dad5dab3c57b83f8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/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=dTravtime.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "dTravtime", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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\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_ad73dabcfba23741/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc7e988fd785848e44125f188e43d278b2086b62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-cf5f-77f1-85e1-c9fbd6ccd007"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ad73dabcfba23741/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..310dd34fd5e5a1186adcb2025debe419d734864d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-cf5f-77f1-85e1-c9fbd6ccd007"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ad73dabcfba23741/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0447b4ed695eb69057e9eb8851b0bafed40aa52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-e13f-74c2-8f5f-8c986b0fccdd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ad73dabcfba23741/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe056d3017452ed3c21fc7cde93771c2025ddc72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-e13f-74c2-8f5f-8c986b0fccdd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ad73dabcfba23741/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/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_ad73dabcfba23741/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ad73dabcfba23741/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_adc672ce2660e410/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..efdcd4de6d977eeaf182eb21ba7a384331dd1705 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:05.325575+00:00", + "ended_at": "2026-05-19T16:14:08.309484+00:00", + "elapsed_ms": 2983.88, + "returncode": 1, + "prompt_metrics": { + "chars": 27803, + "bytes_utf8": 27803, + "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_adc672ce2660e410/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9bfddc359aabc6c479c34de6f8fd2a1adfafa2b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:09.313016+00:00", + "ended_at": "2026-05-19T16:14:12.689329+00:00", + "elapsed_ms": 3376.27, + "returncode": 1, + "prompt_metrics": { + "chars": 27803, + "bytes_utf8": 27803, + "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_adc672ce2660e410/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f1d0eb8a7e6a3e7858153c3650da97f240ebcd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/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=iMarital.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "iMarital", + "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": "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_adc672ce2660e410/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f1d0eb8a7e6a3e7858153c3650da97f240ebcd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/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=iMarital.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "iMarital", + "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": "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_adc672ce2660e410/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e9bee14f8e9d9371690942b70c70f7f1b8a9014 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0f08-7363-974b-81ade3d848a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_adc672ce2660e410/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d9bd944ea5ce3f7710ca11ddc7fa99647a781c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0f08-7363-974b-81ade3d848a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_adc672ce2660e410/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b8a3dd31345e28d7aa724a60637418ff947abdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1ecd-76a2-9aca-92924d561508"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_adc672ce2660e410/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..89625e1c1ca0ed5fce0c8f5b1dcfc149801f9a89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1ecd-76a2-9aca-92924d561508"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_adc672ce2660e410/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/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_adc672ce2660e410/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_adc672ce2660e410/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_ae71c11346b523cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f2f149f0827ad842dcbc0af379d7ff6557682e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:27.227857+00:00", + "ended_at": "2026-05-19T16:27:30.935439+00:00", + "elapsed_ms": 3707.52, + "returncode": 1, + "prompt_metrics": { + "chars": 27721, + "bytes_utf8": 27721, + "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_ae71c11346b523cb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0366068ebc31a12ab019f0f0b15ddcbd125c7c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:31.939647+00:00", + "ended_at": "2026-05-19T16:27:35.571806+00:00", + "elapsed_ms": 3632.07, + "returncode": 1, + "prompt_metrics": { + "chars": 27721, + "bytes_utf8": 27721, + "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_ae71c11346b523cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9df53a3df85eb62cf8e5ee67c7488ea58384b74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/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=iYearsch, measure_col=dRpincome.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iYearsch", + "measure_col": "dRpincome", + "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": 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_ae71c11346b523cb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9df53a3df85eb62cf8e5ee67c7488ea58384b74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/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=iYearsch, measure_col=dRpincome.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iYearsch", + "measure_col": "dRpincome", + "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": 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_ae71c11346b523cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..18fbb7ce180f7facb23be6c425ba001605e07d3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-4c07-79a2-9527-c951dafb3f4a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ae71c11346b523cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a548a88c1f1f8142a315f52fbfdbb5ad0e317c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-4c07-79a2-9527-c951dafb3f4a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ae71c11346b523cb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..761ed15dd7d27c21e52ecfacf35990fb479344c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-5e55-7273-bbc4-2edeb2e7e56d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ae71c11346b523cb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..33ce15f67bbb6738be1fa19de535993791247120 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-5e55-7273-bbc4-2edeb2e7e56d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ae71c11346b523cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/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_ae71c11346b523cb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ae71c11346b523cb/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_b0c362d81164b0db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b03769b967ab73d69c54fb1302528e723fbd585 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:23.661915+00:00", + "ended_at": "2026-05-19T16:05:26.748336+00:00", + "elapsed_ms": 3086.39, + "returncode": 1, + "prompt_metrics": { + "chars": 27544, + "bytes_utf8": 27544, + "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_b0c362d81164b0db/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1290205edc67bfbfb7c645cf4f72b405ed998f7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:27.750910+00:00", + "ended_at": "2026-05-19T16:05:30.954618+00:00", + "elapsed_ms": 3203.68, + "returncode": 1, + "prompt_metrics": { + "chars": 27544, + "bytes_utf8": 27544, + "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_b0c362d81164b0db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4cea90381cda5a6393e361e1ff9b3153e036688 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/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=dHispanic.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dHispanic", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_b0c362d81164b0db/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4cea90381cda5a6393e361e1ff9b3153e036688 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/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=dHispanic.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dHispanic", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_b0c362d81164b0db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcf580e2c79b775fcc0992543c129d83f087196e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-1948-72b1-b916-0857ab7ad583"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_b0c362d81164b0db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ea0e3d353cc460f3b148914cce5f92d4a688b50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-1948-72b1-b916-0857ab7ad583"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_b0c362d81164b0db/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a24c4ddc54198725f906667b46ea4375bb10d1da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-2938-7f92-94ac-59e99b2e2ab2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_b0c362d81164b0db/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..88c0d685d57a98c9d73df048b8141914ec52f214 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-2938-7f92-94ac-59e99b2e2ab2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_b0c362d81164b0db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/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_b0c362d81164b0db/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b0c362d81164b0db/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_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdf7e7f7bac73e734efd219a33306bc9742679f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_b79c934816c69c8f/cli/sql_response_attempt_1.raw.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."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1da2958e93c3907ce5b410a0911d5f9e8ab45d95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:00.861106+00:00", + "ended_at": "2026-05-19T16:19:04.055137+00:00", + "elapsed_ms": 3194.0, + "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_ba29db195aa44066/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..800a59e83dd7c9f32d9f380a4e091432dca502b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:05.058117+00:00", + "ended_at": "2026-05-19T16:19:08.141213+00:00", + "elapsed_ms": 3083.05, + "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_ba29db195aa44066/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b001918adc0ad67668ac6a0d74e6b3402fc513b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/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=dIncome7, measure_col=iTmpabsnt.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome7", + "measure_col": "iTmpabsnt", + "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": 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},\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_ba29db195aa44066/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b001918adc0ad67668ac6a0d74e6b3402fc513b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/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=dIncome7, measure_col=iTmpabsnt.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome7", + "measure_col": "iTmpabsnt", + "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": 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},\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_ba29db195aa44066/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7071788a4899764ed26f61bbc7b9adb017dc067d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-919e-7ec0-abc0-164132021895"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ba29db195aa44066/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..984dec70fe4d48afbdc617d7d6d9fdc46a5a5529 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-919e-7ec0-abc0-164132021895"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ba29db195aa44066/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..946a18c56a1ced5f9a7621311a535227f73e9560 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-a1f8-7831-9140-5e05d12565ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ba29db195aa44066/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d3b4b8f2bc6f62b5f723e89943f71085acde0a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-a1f8-7831-9140-5e05d12565ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ba29db195aa44066/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/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_ba29db195aa44066/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ba29db195aa44066/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_beff3bd6834319fe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..15c3006f11dae35e5b2337e65a68e8bde4cdea61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:21.575129+00:00", + "ended_at": "2026-05-19T16:11:24.940087+00:00", + "elapsed_ms": 3364.91, + "returncode": 1, + "prompt_metrics": { + "chars": 28432, + "bytes_utf8": 28432, + "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_beff3bd6834319fe/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ca6d76b572c0d01c8572d6b156b7a82a8407284 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:25.942220+00:00", + "ended_at": "2026-05-19T16:11:29.198873+00:00", + "elapsed_ms": 3256.62, + "returncode": 1, + "prompt_metrics": { + "chars": 28432, + "bytes_utf8": 28432, + "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_beff3bd6834319fe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bea93f474bc394a25c0d7668086d79eba523d652 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/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=dRearning, condition_col=iSex.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "dRearning", + "condition_col": "iSex", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_beff3bd6834319fe/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bea93f474bc394a25c0d7668086d79eba523d652 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/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=dRearning, condition_col=iSex.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "dRearning", + "condition_col": "iSex", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_beff3bd6834319fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2e5ab06117379926bf92cb23959537a4e92749b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8f6a-7280-9b65-7d947fb406c6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_beff3bd6834319fe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc715956c8b93f802eeb35b5479289708a07b0ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8f6a-7280-9b65-7d947fb406c6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_beff3bd6834319fe/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2859460770c3990beca4bb0988a5d3ef979434b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a084-7711-8d1e-534ee97ca986"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_beff3bd6834319fe/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..61870e0cfc3fa7efbeaf0e7eccb02404ba2789df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a084-7711-8d1e-534ee97ca986"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_beff3bd6834319fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/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_beff3bd6834319fe/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_beff3bd6834319fe/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_c269a45c943b66f0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f862d83b4e888e368dad7d4c86a9ab0a08a17bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:14.136535+00:00", + "ended_at": "2026-05-19T16:20:17.068413+00:00", + "elapsed_ms": 2931.85, + "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_c269a45c943b66f0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c69921b1e95ccf40d06c5702d87796c38cd587d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:18.071572+00:00", + "ended_at": "2026-05-19T16:20:21.413398+00:00", + "elapsed_ms": 3341.78, + "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_c269a45c943b66f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dc5eb8c09194197780647dca043062bcf390600 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/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=iMarital, condition_col=iSubfam2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMarital", + "condition_col": "iSubfam2", + "condition_value": "0", + "positive_value": "0", + "negative_value": "2", + "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": 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_c269a45c943b66f0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dc5eb8c09194197780647dca043062bcf390600 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/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=iMarital, condition_col=iSubfam2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMarital", + "condition_col": "iSubfam2", + "condition_value": "0", + "positive_value": "0", + "negative_value": "2", + "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": 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_c269a45c943b66f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47bb74ea9d4bb7879b9ec161d4b06d77b057e9a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-afb4-7840-a25a-f2fa447b0130"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c269a45c943b66f0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a85baecc9a9f3a2c7326468170214d9f92add4de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-afb4-7840-a25a-f2fa447b0130"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c269a45c943b66f0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bba765d5d4340d4cebc7517801b10e44d6e3f64c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-bf1f-7060-8961-4cfeb89aac38"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c269a45c943b66f0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4656e22d9a0031d26c0b39a417c7a8e7ff115abd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-bf1f-7060-8961-4cfeb89aac38"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c269a45c943b66f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/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_c269a45c943b66f0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c269a45c943b66f0/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_c63f247d3f34e6e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..580ae5e4a7902f22143989d6551ced88b4e4a582 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:09.779809+00:00", + "ended_at": "2026-05-19T16:09:12.893755+00:00", + "elapsed_ms": 3113.91, + "returncode": 1, + "prompt_metrics": { + "chars": 28038, + "bytes_utf8": 28038, + "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_c63f247d3f34e6e4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6addc441699948b8e9f7ccdad81ff20b065e9db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:13.896144+00:00", + "ended_at": "2026-05-19T16:09:17.023785+00:00", + "elapsed_ms": 3127.61, + "returncode": 1, + "prompt_metrics": { + "chars": 28038, + "bytes_utf8": 28038, + "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_c63f247d3f34e6e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65e9df322f5b4b8befd942caa1103aac2072deb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/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=iMeans, measure_col=dRearning.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMeans", + "measure_col": "dRearning", + "item_col": "caseid", + "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 {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_c63f247d3f34e6e4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..65e9df322f5b4b8befd942caa1103aac2072deb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/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=iMeans, measure_col=dRearning.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iMeans", + "measure_col": "dRearning", + "item_col": "caseid", + "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 {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_c63f247d3f34e6e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eedec932613d17dfc45c29a2625d3dba14fc89cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8c90-7911-b673-f7d804c65963"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c63f247d3f34e6e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b8217efcd2234636f960097a4c2f493132bd2ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8c90-7911-b673-f7d804c65963"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c63f247d3f34e6e4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17affaf9a2af42e63aec6d3e0483af9acaeff1c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9c9a-7b02-af60-083c22d0a360"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c63f247d3f34e6e4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..15f5fe076920e9090c103c98ad3f4e17380b33b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9c9a-7b02-af60-083c22d0a360"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c63f247d3f34e6e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/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_c63f247d3f34e6e4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c63f247d3f34e6e4/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_c8be0473d8c2dc14/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3cceddde9088ac09a758c78df6d661199222c33e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:01.319121+00:00", + "ended_at": "2026-05-19T16:28:04.443736+00:00", + "elapsed_ms": 3124.56, + "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_c8be0473d8c2dc14/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f13a08340696b11efd5b174e83eebb81a5134d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:05.446434+00:00", + "ended_at": "2026-05-19T16:28:10.784866+00:00", + "elapsed_ms": 5338.37, + "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_c8be0473d8c2dc14/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c61748d9ca3458357feb8559141fd6e7f9de0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/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=dYrsserv, measure_col=iRspouse.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dYrsserv", + "measure_col": "iRspouse", + "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": 4.64, + "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_c8be0473d8c2dc14/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c61748d9ca3458357feb8559141fd6e7f9de0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/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=dYrsserv, measure_col=iRspouse.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dYrsserv", + "measure_col": "iRspouse", + "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": 4.64, + "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_c8be0473d8c2dc14/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f10e45ce8fda0f69f78db41e1b49c5678be220b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-d10f-75a3-aff6-f013816fbfdd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c8be0473d8c2dc14/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..faede8f36a42f1e26ab57c48b1f6d9e794e39219 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-d10f-75a3-aff6-f013816fbfdd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c8be0473d8c2dc14/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f375ba3c3d451eec17c2704e77450f0713f854b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e15c-7a93-b317-7e6cd060ec56"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c8be0473d8c2dc14/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..30e381e58213bd5cd6da9d8361a2e9fb4a1b4106 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e15c-7a93-b317-7e6cd060ec56"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c8be0473d8c2dc14/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/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_c8be0473d8c2dc14/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_c8be0473d8c2dc14/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_d08df28d37f47305/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da5ac67e0c9c22ad51feb4f95030885ec16cbc9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:31.844545+00:00", + "ended_at": "2026-05-19T16:07:35.096779+00:00", + "elapsed_ms": 3252.2, + "returncode": 1, + "prompt_metrics": { + "chars": 28028, + "bytes_utf8": 28028, + "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_d08df28d37f47305/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17699d855c3f5a3d9098d3294d3f3e8cd2caa7e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:36.099520+00:00", + "ended_at": "2026-05-19T16:07:39.985273+00:00", + "elapsed_ms": 3885.72, + "returncode": 1, + "prompt_metrics": { + "chars": 28028, + "bytes_utf8": 28028, + "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_d08df28d37f47305/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d148240c7b41031a3d695ceea4763eab4b60e54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/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=iLang1, measure_col=dPOB.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iLang1", + "measure_col": "dPOB", + "item_col": "caseid", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_d08df28d37f47305/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d148240c7b41031a3d695ceea4763eab4b60e54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/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=iLang1, measure_col=dPOB.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iLang1", + "measure_col": "dPOB", + "item_col": "caseid", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_d08df28d37f47305/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d61ca124b893c12af634df26bd91add224b0b73b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0e38-7703-9e32-279f80953891"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d08df28d37f47305/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af1159cd9a9635826794c52f2b1954ecdaed3764 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0e38-7703-9e32-279f80953891"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d08df28d37f47305/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bb8cf513fedbd336ffb844f21fb9e1a3ef8de1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-1ec4-78f3-b8a6-36908f695512"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d08df28d37f47305/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..59934ee8d1e57aae2cc5100fb98d5f49b2e696ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-1ec4-78f3-b8a6-36908f695512"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d08df28d37f47305/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/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_d08df28d37f47305/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d08df28d37f47305/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_d3dbb34c2a05f0d7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c6dc03a847075c9f7632ae9746f3ceb5b546fde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:13.730428+00:00", + "ended_at": "2026-05-19T16:16:17.398355+00:00", + "elapsed_ms": 3667.87, + "returncode": 1, + "prompt_metrics": { + "chars": 28187, + "bytes_utf8": 28187, + "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_d3dbb34c2a05f0d7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c3020f4580c1156fbd12b6f4f68a6220da403541 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:18.401535+00:00", + "ended_at": "2026-05-19T16:16:21.764295+00:00", + "elapsed_ms": 3362.71, + "returncode": 1, + "prompt_metrics": { + "chars": 28187, + "bytes_utf8": 28187, + "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_d3dbb34c2a05f0d7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f22545632bad790924e1313874e705269a44b419 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/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=iFertil, measure_col=dRearning.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iFertil", + "measure_col": "dRearning", + "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": 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}, 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_d3dbb34c2a05f0d7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f22545632bad790924e1313874e705269a44b419 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/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=iFertil, measure_col=dRearning.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iFertil", + "measure_col": "dRearning", + "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": 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}, 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_d3dbb34c2a05f0d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d8aae1fe39a537a7b0e38f05550716917efe072 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0508-71b0-a712-7d192a75a4e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d3dbb34c2a05f0d7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2178d20f9d6add1bbbdc66eade426be1404ced80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0508-71b0-a712-7d192a75a4e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d3dbb34c2a05f0d7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdbf3b419826829daa67154b0bd951bd68616d96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-174d-7690-8ef5-93b44dc46fb8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d3dbb34c2a05f0d7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4214b283c7ffc3c8170cf74a6147db3b89ed2918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-174d-7690-8ef5-93b44dc46fb8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d3dbb34c2a05f0d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/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_d3dbb34c2a05f0d7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d3dbb34c2a05f0d7/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_d8616e3e0f63f712/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..09d01973a1339aa59275e46c2a0f84be2fc759cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:00.840666+00:00", + "ended_at": "2026-05-19T16:18:04.444758+00:00", + "elapsed_ms": 3604.03, + "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_d8616e3e0f63f712/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b80fea7cb614d6a6bb93135cde4e63d90d6b9fdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:05.447672+00:00", + "ended_at": "2026-05-19T16:18:08.876675+00:00", + "elapsed_ms": 3428.96, + "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_d8616e3e0f63f712/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88fdb7cee41f36db559cef4abb5d402ebeb1f585 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/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=dIncome3, measure_col=iRspouse.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome3", + "measure_col": "iRspouse", + "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": 4.64, + "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_d8616e3e0f63f712/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..88fdb7cee41f36db559cef4abb5d402ebeb1f585 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/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=dIncome3, measure_col=iRspouse.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome3", + "measure_col": "iRspouse", + "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": 4.64, + "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_d8616e3e0f63f712/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7fb5b9becaecef18915a71b58d1c0d31949315c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-a780-7a03-8c73-79810e9a27bb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d8616e3e0f63f712/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3ebee9cc3e1e47fa730a109cce4c3be24612f0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-a780-7a03-8c73-79810e9a27bb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d8616e3e0f63f712/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d6b20666440d415c832c0269227ed602867e12b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-b97b-7971-bbeb-219ca32d7a05"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d8616e3e0f63f712/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..10880c5d32e799daf1d26c07bd14553448051045 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-b97b-7971-bbeb-219ca32d7a05"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d8616e3e0f63f712/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/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_d8616e3e0f63f712/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d8616e3e0f63f712/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_d938ad7cb9f98c63/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2c75644fefe0a99720d373ad61e8c79f2ec5a287 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:39.268025+00:00", + "ended_at": "2026-05-19T16:13:42.251388+00:00", + "elapsed_ms": 2983.32, + "returncode": 1, + "prompt_metrics": { + "chars": 27804, + "bytes_utf8": 27804, + "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_d938ad7cb9f98c63/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..825705327797f88dc09a34c297d9e7506997a4b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:43.254756+00:00", + "ended_at": "2026-05-19T16:13:46.790278+00:00", + "elapsed_ms": 3535.45, + "returncode": 1, + "prompt_metrics": { + "chars": 27804, + "bytes_utf8": 27804, + "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_d938ad7cb9f98c63/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36fbd74065d005809b6233626061d10a8a260e44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/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=dIndustry.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "dIndustry", + "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": 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": "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_d938ad7cb9f98c63/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..36fbd74065d005809b6233626061d10a8a260e44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/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=dIndustry.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "dIndustry", + "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": 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": "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_d938ad7cb9f98c63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..745d070008bb5a1dfcf02d7b9b87158ab2cbf026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a938-78b1-b1a2-d915d4066c9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d938ad7cb9f98c63/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18ffa701639fcbd75b511ab7c24d143870d0430c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a938-78b1-b1a2-d915d4066c9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d938ad7cb9f98c63/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce26116311401ba07cd77ed2b4a4bb8330d1acb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-b8d6-7f13-83fa-23d0f510d677"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d938ad7cb9f98c63/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb2871f88b456c982b5781588fdb7f82c676618d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-b8d6-7f13-83fa-23d0f510d677"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d938ad7cb9f98c63/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/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_d938ad7cb9f98c63/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_d938ad7cb9f98c63/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_ddec7bf217f11502/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b072f89bbe7793d350cc9c85c8597ad7090f2264 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:15.552605+00:00", + "ended_at": "2026-05-19T16:19:18.865929+00:00", + "elapsed_ms": 3313.29, + "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_ddec7bf217f11502/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94d152f0f81214786cad1a8de6e1fd210ff90cc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:19.867880+00:00", + "ended_at": "2026-05-19T16:19:23.032569+00:00", + "elapsed_ms": 3164.66, + "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_ddec7bf217f11502/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6518706fcfd472178e3be541cbb3e524bc6fe47c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/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=dIncome8, measure_col=dTravtime.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome8", + "measure_col": "dTravtime", + "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 {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_ddec7bf217f11502/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6518706fcfd472178e3be541cbb3e524bc6fe47c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/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=dIncome8, measure_col=dTravtime.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "dIncome8", + "measure_col": "dTravtime", + "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 {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_ddec7bf217f11502/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0786631ce8ce065bb77c83b3e82d9c2753e68e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-caf5-7f52-9b76-bf7ce9795eb8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ddec7bf217f11502/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c17c3b856e7cd6eeb1ca82c9daf4b2a43e93946 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-caf5-7f52-9b76-bf7ce9795eb8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ddec7bf217f11502/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..843952a3888645e9e242790814c6a09932e8e195 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-dbbc-7580-9b99-f9f54bc8d39b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ddec7bf217f11502/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..622934ad7388052dfd872c5f5e1c11984215461a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-dbbc-7580-9b99-f9f54bc8d39b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ddec7bf217f11502/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/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_ddec7bf217f11502/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ddec7bf217f11502/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_e270ae645045ddff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4dacf0766b2635c035b6f309fb2d4c073740e4b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:21.094244+00:00", + "ended_at": "2026-05-19T16:22:29.960316+00:00", + "elapsed_ms": 8866.02, + "returncode": 1, + "prompt_metrics": { + "chars": 27878, + "bytes_utf8": 27878, + "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_e270ae645045ddff/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..507bd6a2e70cdabd7456fcc5a90deb0356a79281 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:30.963104+00:00", + "ended_at": "2026-05-19T16:22:34.295800+00:00", + "elapsed_ms": 3332.63, + "returncode": 1, + "prompt_metrics": { + "chars": 27878, + "bytes_utf8": 27878, + "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_e270ae645045ddff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afd1b807078200697467e05db56d104d9e3eb622 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/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=dOccup, condition_col=iWorklwk.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "dOccup", + "condition_col": "iWorklwk", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "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": 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_e270ae645045ddff/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..afd1b807078200697467e05db56d104d9e3eb622 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/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=dOccup, condition_col=iWorklwk.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "dOccup", + "condition_col": "iWorklwk", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "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": 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_e270ae645045ddff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4b8af4de58972ecee1c040be5a19bb0426dfb3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-a067-7ae1-b59a-fe37059bffcc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e270ae645045ddff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0855763f4354702aac6daa308f79c97595e6d13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-a067-7ae1-b59a-fe37059bffcc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e270ae645045ddff/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7478d0303825ba5b78e52f3110663f18a157f06b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-c698-77e1-a677-973f83c455f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e270ae645045ddff/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9640cf98c6709d34685823d0ba71741c6a8b9d66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-c698-77e1-a677-973f83c455f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e270ae645045ddff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/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_e270ae645045ddff/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e270ae645045ddff/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_e60691fc9a7e616a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..871a046dbac84a273ee2845d361aff2055d19709 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:27.174650+00:00", + "ended_at": "2026-05-19T16:06:30.285799+00:00", + "elapsed_ms": 3111.12, + "returncode": 1, + "prompt_metrics": { + "chars": 27541, + "bytes_utf8": 27541, + "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_e60691fc9a7e616a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e928450d714c5e52a2ac4a66f1cd41e8b623309 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:31.287847+00:00", + "ended_at": "2026-05-19T16:06:34.050822+00:00", + "elapsed_ms": 2762.94, + "returncode": 1, + "prompt_metrics": { + "chars": 27541, + "bytes_utf8": 27541, + "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_e60691fc9a7e616a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6f366049eb320a342d43b9b9aa82af63a3647f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/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=dIncome4.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dIncome4", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_e60691fc9a7e616a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6f366049eb320a342d43b9b9aa82af63a3647f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/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=dIncome4.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dIncome4", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_e60691fc9a7e616a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4521f548777c6c144e675da4955b5352d31951e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-1185-7ed0-a71f-bcb6a981fe12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e60691fc9a7e616a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68b103cf04d318fb3c8ade6d15a4630b7b63637e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-1185-7ed0-a71f-bcb6a981fe12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e60691fc9a7e616a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dfff9349a352f742a901ba72e73534897498658 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-216c-77d0-bc41-857c0704b1e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e60691fc9a7e616a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e712e9cc0e8dd7ebf27e7bab7158234985fbf30f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-216c-77d0-bc41-857c0704b1e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e60691fc9a7e616a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/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_e60691fc9a7e616a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e60691fc9a7e616a/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_e69c491d69414ee8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a2c45668bd56fee5702fb47120f221cf06b18c80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:04.636170+00:00", + "ended_at": "2026-05-19T16:16:08.503527+00:00", + "elapsed_ms": 3867.29, + "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_e69c491d69414ee8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa61b1259509b250894f36cb08890c66b1072e59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:09.507331+00:00", + "ended_at": "2026-05-19T16:16:13.450502+00:00", + "elapsed_ms": 3943.12, + "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_e69c491d69414ee8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1912cd44360691ac00c892979f810ca4a7527b71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/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=iFeb55, measure_col=iRagechld.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iFeb55", + "measure_col": "iRagechld", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_e69c491d69414ee8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1912cd44360691ac00c892979f810ca4a7527b71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/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=iFeb55, measure_col=iRagechld.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "iFeb55", + "measure_col": "iRagechld", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_e69c491d69414ee8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4be30dbf83ea448d03b89949a26bba7ba0af5e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-e176-7c40-8ea5-b1637761fbbf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e69c491d69414ee8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ad97e999ffc12a4238b6a9a9479ece1a8ef5a52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-e176-7c40-8ea5-b1637761fbbf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e69c491d69414ee8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68601e5de0082a247a72a9fabd363c0de1af7a42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f4a2-7cb3-98b4-2112df2d12f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e69c491d69414ee8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8ebca006d16d4cfcc62b601724a22fc12472149 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f4a2-7cb3-98b4-2112df2d12f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e69c491d69414ee8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/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_e69c491d69414ee8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e69c491d69414ee8/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_e6b3b3b55caae4e2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/conversation.jsonl new file mode 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"estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20961, "cached_input_tokens": 12032, "output_tokens": 485, "reasoning_output_tokens": 383}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4d323ba8e23452eafb9a504edf9827f82ea6feb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/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_e6b3b3b55caae4e2", + "api_calls": 0, + "input_tokens": 20961, + "cached_input_tokens": 12032, + "output_tokens": 485, + "total_tokens": 21446, + "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": 14156.66, + "sql_execution_elapsed_ms_total": 1744.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/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_e6b3b3b55caae4e2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ead31da404457ecb83e4b4833cbae0295e28a17f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:52.645332+00:00", + "ended_at": "2026-05-19T16:01:55.810494+00:00", + "elapsed_ms": 3165.12, + "returncode": 1, + "prompt_metrics": { + "chars": 27628, + "bytes_utf8": 27628, + "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_e6b3b3b55caae4e2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26688a7520b93641384372efbc6efdf2d6427844 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/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": "2026-05-19T16:01:56.813157+00:00", + "ended_at": "2026-05-19T16:02:07.804733+00:00", + "elapsed_ms": 10991.54, + "prompt_metrics": { + "chars": 27628, + "bytes_utf8": 27628, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 709, + "bytes_utf8": 709, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 351, + "bytes_utf8": 351, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20961, + "cached_input_tokens": 12032, + "output_tokens": 485, + "reasoning_output_tokens": 383 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_e6b3b3b55caae4e2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b322e5473cced0bf52541e7503e14628b25f4f8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/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": 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": 1492031.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b322e5473cced0bf52541e7503e14628b25f4f8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/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=dAge, measure_col=caseid.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "dAge", + "measure_col": "caseid", + "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": 1492031.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57e8d4fa91035e2b19181813a9125b941cf7a597 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-e102-7f11-ac7e-c182e4c7eef4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e6b3b3b55caae4e2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2ae873c154ee79cde6f29f6766ae65007640710 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-e102-7f11-ac7e-c182e4c7eef4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e6b3b3b55caae4e2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c646fcd4fb180bb90bbda9f5b348a52ce73a2cbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-f14f-73e1-b301-0b74c195be6f"} +{"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 NUMERIC)) AS total_measure\\nFROM \\\"c13\\\"\\nGROUP BY \\\"dAge\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"dAge\\\" and measure_col=\\\"caseid\\\". CAST is applied because \\\"caseid\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20961,"cached_input_tokens":12032,"output_tokens":485,"reasoning_output_tokens":383}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5410dd38f3d448ebed7bb0ac872babb1ed3482a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"dAge\", SUM(CAST(\"caseid\" AS NUMERIC)) AS total_measure\nFROM \"c13\"\nGROUP BY \"dAge\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"dAge\" and measure_col=\"caseid\". CAST is applied because \"caseid\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/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_e6b3b3b55caae4e2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6b3b3b55caae4e2/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_e6f111525d16417b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70aad32e49748ef1abbe42d574b6cdb6ad44d4df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 27629, "bytes_utf8": 27629, "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": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 20962, "cached_input_tokens": 12032, "output_tokens": 449, "reasoning_output_tokens": 347}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7aa485291b2f268b070939f574bd41ca52d12606 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/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_e6f111525d16417b", + "api_calls": 0, + "input_tokens": 20962, + "cached_input_tokens": 12032, + "output_tokens": 449, + "total_tokens": 21411, + "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": 12818.82, + "sql_execution_elapsed_ms_total": 1428.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/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_e6f111525d16417b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..86253a1dc94635b95cb6ef97677ef72edef97ff8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/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": "2026-05-19T16:02:18.744334+00:00", + "ended_at": "2026-05-19T16:02:31.563206+00:00", + "elapsed_ms": 12818.82, + "prompt_metrics": { + "chars": 27629, + "bytes_utf8": 27629, + "lines": 924, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 701, + "bytes_utf8": 701, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 347, + "bytes_utf8": 347, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 20962, + "cached_input_tokens": 12032, + "output_tokens": 449, + "reasoning_output_tokens": 347 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_e6f111525d16417b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..867e69f0c3f5cfd6633b78cec22aff410f17e29b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/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": 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": 4.64, + "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_e6f111525d16417b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58303749b241c67e8959ae450038d8ea53fb5276 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-4700-7ff2-9039-015908406c62"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"dAncstry1\\\", SUM(CAST(\\\"dAge\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c13\\\"\\nGROUP BY \\\"dAncstry1\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped numeric sum template with \\\"dAncstry1\\\" as the grouping column and cast \\\"dAge\\\" to NUMERIC because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":20962,"cached_input_tokens":12032,"output_tokens":449,"reasoning_output_tokens":347}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36b2840b3cf9f16918f75d6712ad1e996c1a70d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"dAncstry1\", SUM(CAST(\"dAge\" AS NUMERIC)) AS total_measure\nFROM \"c13\"\nGROUP BY \"dAncstry1\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped numeric sum template with \"dAncstry1\" as the grouping column and cast \"dAge\" to NUMERIC because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e6f111525d16417b/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_e759fbc8d442ef26/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..357c8ae4f9f995207574f6be0f3a5127c1c4e38f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:16.547602+00:00", + "ended_at": "2026-05-19T16:23:20.078819+00:00", + "elapsed_ms": 3531.15, + "returncode": 1, + "prompt_metrics": { + "chars": 27881, + "bytes_utf8": 27881, + "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_e759fbc8d442ef26/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d14d6defca03a75b48dc9c6d89084852384df20f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:21.082410+00:00", + "ended_at": "2026-05-19T16:23:25.178580+00:00", + "elapsed_ms": 4096.12, + "returncode": 1, + "prompt_metrics": { + "chars": 27881, + "bytes_utf8": 27881, + "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_e759fbc8d442ef26/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..271724f942f0c70095ae56efc5f516e4084e03f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/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=iPerscare, condition_col=iYearwrk.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iPerscare", + "condition_col": "iYearwrk", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "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": 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_e759fbc8d442ef26/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..271724f942f0c70095ae56efc5f516e4084e03f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/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=iPerscare, condition_col=iYearwrk.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iPerscare", + "condition_col": "iYearwrk", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "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": 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_e759fbc8d442ef26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74a5335379a79e395b5272401b4a410003f4f162 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-78b3-7880-9bb8-9b93a92ca78e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e759fbc8d442ef26/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..225216d9cfd6a4755809df1cfd01790cdba4f7a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-78b3-7880-9bb8-9b93a92ca78e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e759fbc8d442ef26/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef056dc584a3ffd5112927b0c1974c61e9377d29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-8a6d-7023-8293-d32abc75740c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e759fbc8d442ef26/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd5f2c50938aec7d2b01b5a1a52359dba9c6b6d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-8a6d-7023-8293-d32abc75740c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e759fbc8d442ef26/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/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_e759fbc8d442ef26/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e759fbc8d442ef26/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_e75e059baafd9639/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7bb683fc615a26cedc4e6c1722b28fc6eba4822 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:42.890894+00:00", + "ended_at": "2026-05-19T16:20:45.799132+00:00", + "elapsed_ms": 2908.21, + "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_e75e059baafd9639/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff61afca7a669acacdb23b4335642e66b1a6cc71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:46.802773+00:00", + "ended_at": "2026-05-19T16:20:49.831393+00:00", + "elapsed_ms": 3028.58, + "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_e75e059baafd9639/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbc29af9f98e50efee76a5fc710e41331f3bef3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/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=iMay75880, condition_col=iTmpabsnt.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMay75880", + "condition_col": "iTmpabsnt", + "condition_value": "3", + "positive_value": "0", + "negative_value": "3", + "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": 1.5, + "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_e75e059baafd9639/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbc29af9f98e50efee76a5fc710e41331f3bef3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/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=iMay75880, condition_col=iTmpabsnt.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMay75880", + "condition_col": "iTmpabsnt", + "condition_value": "3", + "positive_value": "0", + "negative_value": "3", + "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": 1.5, + "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_e75e059baafd9639/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..735a23101f5c8bc92832bd9f2efc260aa32f0faf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-2015-7c22-9f1b-be8c93e70705"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e75e059baafd9639/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..973e2804694fb7cc676c053e7f3d54727aa67ed5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-2015-7c22-9f1b-be8c93e70705"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e75e059baafd9639/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47141081f31d6925c913f6f49e98af1e4d15ed8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-2f5a-71d1-b0ca-342467dc0383"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e75e059baafd9639/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..31604bc3fffa09a7fb5dafc1a8d0d50a2486c6b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-2f5a-71d1-b0ca-342467dc0383"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e75e059baafd9639/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/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_e75e059baafd9639/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e75e059baafd9639/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_e84923ca639700d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8de874ae410de0bd4653c54c2be43a7b99816669 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:43.867078+00:00", + "ended_at": "2026-05-19T16:28:47.014296+00:00", + "elapsed_ms": 3147.17, + "returncode": 1, + "prompt_metrics": { + "chars": 27721, + "bytes_utf8": 27721, + "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_e84923ca639700d9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..157acec035937f9e5d0626dd80700b8a697ae5f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:48.017264+00:00", + "ended_at": "2026-05-19T16:28:51.243221+00:00", + "elapsed_ms": 3225.91, + "returncode": 1, + "prompt_metrics": { + "chars": 27721, + "bytes_utf8": 27721, + "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_e84923ca639700d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9c4391f22b77c7b9741bbe0b498de6bc2408aef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/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=dAncstry2, measure_col=iSubfam1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAncstry2", + "measure_col": "iSubfam1", + "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": 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_e84923ca639700d9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9c4391f22b77c7b9741bbe0b498de6bc2408aef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/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=dAncstry2, measure_col=iSubfam1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "dAncstry2", + "measure_col": "iSubfam1", + "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": 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_e84923ca639700d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a47381c41bccd8b81634c44c1da69c0b318da12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-7746-7f80-9f0a-191dc4cb1f29"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e84923ca639700d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af6f30bf1d2bd015a010afe1958e89fde7ddb538 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-7746-7f80-9f0a-191dc4cb1f29"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e84923ca639700d9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5b292fbca5f9aa9e5d014edaef6d17846ad8539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-877a-7641-850c-5e39c792db77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e84923ca639700d9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b1ba3a2685fff58a7ad5fa6611596e86d101cd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-877a-7641-850c-5e39c792db77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e84923ca639700d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/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_e84923ca639700d9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e84923ca639700d9/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_e99eb641a167ac63/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7896ea972e8cee5f20a4e6a437e5854f9daee5b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:43.499333+00:00", + "ended_at": "2026-05-19T16:21:46.692915+00:00", + "elapsed_ms": 3193.55, + "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_e99eb641a167ac63/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8fe1ca21f406205beae4ebdf1f06f562b3c01c78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:47.695644+00:00", + "ended_at": "2026-05-19T16:21:59.896173+00:00", + "elapsed_ms": 12200.49, + "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_e99eb641a167ac63/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e41d8a2d605df0f4be0ebf373edadfdaef6e492e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/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=iMobility, condition_col=dWeek89.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMobility", + "condition_col": "dWeek89", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_e99eb641a167ac63/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e41d8a2d605df0f4be0ebf373edadfdaef6e492e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/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=iMobility, condition_col=dWeek89.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "iMobility", + "condition_col": "dWeek89", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_e99eb641a167ac63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a77afb8612524accfb9aa51d12e65bf1e8c9a1da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-0cd9-7e20-bf12-79dcc6210e0e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e99eb641a167ac63/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3ae6690ea90e3fa24329f91b268678ed0453926 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-0cd9-7e20-bf12-79dcc6210e0e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e99eb641a167ac63/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1328bea6d8a8498489003f4ce948170065f5b39d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-1d2f-75a2-b363-050efec1f83a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e99eb641a167ac63/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b2bab22ed7fdeb0d74dcf0d50a110bbe8720f7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-1d2f-75a2-b363-050efec1f83a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e99eb641a167ac63/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/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_e99eb641a167ac63/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_e99eb641a167ac63/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_ea891bc6630e37be/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..702e23baa5828b6e99e94d19be120a02fd021a3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:30.803765+00:00", + "ended_at": "2026-05-19T16:16:36.123946+00:00", + "elapsed_ms": 5320.12, + "returncode": 1, + "prompt_metrics": { + "chars": 28186, + "bytes_utf8": 28186, + "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_ea891bc6630e37be/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..045c140538a9b468c2e2ee294c4ff9b28364a645 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:37.126545+00:00", + "ended_at": "2026-05-19T16:16:40.373753+00:00", + "elapsed_ms": 3247.15, + "returncode": 1, + "prompt_metrics": { + "chars": 28186, + "bytes_utf8": 28186, + "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_ea891bc6630e37be/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47826f24ae4d276b494240dcd9a7f7a2fe0956f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/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=dHispanic, measure_col=iRelat1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dHispanic", + "measure_col": "iRelat1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "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_ea891bc6630e37be/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..47826f24ae4d276b494240dcd9a7f7a2fe0956f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/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=dHispanic, measure_col=iRelat1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "dHispanic", + "measure_col": "iRelat1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "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_ea891bc6630e37be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..891d7e40bd99f77617ee14fbe6f8792836b58474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-47bb-79b2-8d49-48be7ce8d9a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ea891bc6630e37be/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fcb64dce693cb74caae687cc7821d2b3eed072f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-47bb-79b2-8d49-48be7ce8d9a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ea891bc6630e37be/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..38188c1e2155f77485a8480eec67d4455347054e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-609c-7540-8acb-6a4eb79e9876"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ea891bc6630e37be/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..16e6b3db9f0650b8d9d6cfe6d5fbdd54e88436ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-609c-7540-8acb-6a4eb79e9876"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ea891bc6630e37be/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/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_ea891bc6630e37be/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_ea891bc6630e37be/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_eb87bd9ea455d32a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa0f2f117594672b7d0dd7f26d024464d7291973 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:40.143764+00:00", + "ended_at": "2026-05-19T16:07:43.387737+00:00", + "elapsed_ms": 3243.94, + "returncode": 1, + "prompt_metrics": { + "chars": 28026, + "bytes_utf8": 28026, + "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_eb87bd9ea455d32a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a675faf75b7bff6b104b91cf5e7415b253ddbfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:44.390431+00:00", + "ended_at": "2026-05-19T16:07:47.661381+00:00", + "elapsed_ms": 3270.92, + "returncode": 1, + "prompt_metrics": { + "chars": 28026, + "bytes_utf8": 28026, + "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_eb87bd9ea455d32a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b670a953ab5a1147db48710dd6b339fa09943a99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/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=iLang1, measure_col=dPOB.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iLang1", + "measure_col": "dPOB", + "item_col": "caseid", + "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": 2.64, + "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_eb87bd9ea455d32a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b670a953ab5a1147db48710dd6b339fa09943a99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/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=iLang1, measure_col=dPOB.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "iLang1", + "measure_col": "dPOB", + "item_col": "caseid", + "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": 2.64, + "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_eb87bd9ea455d32a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e54f8d74c710c269dc362ec5974f915a2a791fe9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-2e84-7b22-a06b-4c00a4492cbb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_eb87bd9ea455d32a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dfd7fa8a4b3423cd1b96a61fcd70170d1925366 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-2e84-7b22-a06b-4c00a4492cbb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_eb87bd9ea455d32a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b729a7681d24eb235baf96cd85611349b17362dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-3f13-7da0-a9b9-4c2ac7c74767"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_eb87bd9ea455d32a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ffaad2a3297a41c84ed68bfde04edb1703fa506 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-3f13-7da0-a9b9-4c2ac7c74767"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_eb87bd9ea455d32a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/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_eb87bd9ea455d32a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_eb87bd9ea455d32a/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_f51bc6fbc7249e90/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4c0431cd97caed35f023587fcc537a72da37a41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:43.461145+00:00", + "ended_at": "2026-05-19T16:10:46.880731+00:00", + "elapsed_ms": 3419.55, + "returncode": 1, + "prompt_metrics": { + "chars": 28443, + "bytes_utf8": 28443, + "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_f51bc6fbc7249e90/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba940ae42ec30550a53e84a1f7d458c5adb7d1f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:47.882890+00:00", + "ended_at": "2026-05-19T16:10:51.110719+00:00", + "elapsed_ms": 3227.78, + "returncode": 1, + "prompt_metrics": { + "chars": 28443, + "bytes_utf8": 28443, + "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_f51bc6fbc7249e90/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d55b9c3ab8f458b58dc995fd6ce4cb0152ab0f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/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=iPerscare, condition_col=dRpincome.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "iPerscare", + "condition_col": "dRpincome", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "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": 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": "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_f51bc6fbc7249e90/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d55b9c3ab8f458b58dc995fd6ce4cb0152ab0f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/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=iPerscare, condition_col=dRpincome.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "iPerscare", + "condition_col": "dRpincome", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "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": 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": "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_f51bc6fbc7249e90/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc02c69a032d4d6ab245857f64c2fbbe3f2d0d16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-fa7e-7152-89e3-fd7457e1b427"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f51bc6fbc7249e90/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82f0067998aeb866e3aa0fc7cfe32f2dee3eaef2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-fa7e-7152-89e3-fd7457e1b427"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f51bc6fbc7249e90/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6858a2eeb954d02929e98b5546fd78578b75354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0bc7-75e0-81ea-6efb7c1ef56a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f51bc6fbc7249e90/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c414f09f7aafa4964dc2234fdd4aa4c009f220ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0bc7-75e0-81ea-6efb7c1ef56a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f51bc6fbc7249e90/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/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_f51bc6fbc7249e90/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f51bc6fbc7249e90/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_f7c1d6198dd0f764/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e80b01c74f344fc9b003f58e4b36e939abb2891d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:50.314958+00:00", + "ended_at": "2026-05-19T16:24:55.990740+00:00", + "elapsed_ms": 5675.68, + "returncode": 1, + "prompt_metrics": { + "chars": 27623, + "bytes_utf8": 27623, + "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_f7c1d6198dd0f764/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74d61d47330b4d03d66a7873e796277b66a9a58b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:56.995171+00:00", + "ended_at": "2026-05-19T16:25:00.283233+00:00", + "elapsed_ms": 3287.98, + "returncode": 1, + "prompt_metrics": { + "chars": 27623, + "bytes_utf8": 27623, + "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_f7c1d6198dd0f764/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1467673684bbc72434e3bf2441ef5f94e90d56ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/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=iRvetserv.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iRvetserv", + "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": 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_f7c1d6198dd0f764/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1467673684bbc72434e3bf2441ef5f94e90d56ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/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=iRvetserv.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iRvetserv", + "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": 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_f7c1d6198dd0f764/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e20f74dde9c53f458d429f1368534c771981d51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-e732-77a3-83d0-055e73d68cd7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f7c1d6198dd0f764/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20250d0bf03caf5ee9c8ad9b22c6c3887f8ee4c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-e732-77a3-83d0-055e73d68cd7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f7c1d6198dd0f764/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22859b07665e0bccad7f18da0e6156d92a53bf9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-0108-7ed0-afc0-50f1c2f16937"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f7c1d6198dd0f764/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3373ee412b4d8b2a45b1c9d776c73d9bd1002e21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-0108-7ed0-afc0-50f1c2f16937"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f7c1d6198dd0f764/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/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_f7c1d6198dd0f764/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f7c1d6198dd0f764/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_f86216c879ae5f81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d8bb7694275e14950e6e341c5c7238c9529e2e39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:30.654810+00:00", + "ended_at": "2026-05-19T16:26:33.718917+00:00", + "elapsed_ms": 3064.05, + "returncode": 1, + "prompt_metrics": { + "chars": 27624, + "bytes_utf8": 27624, + "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_f86216c879ae5f81/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf7ddf78657a8bf9b12721dac1cb77a024edaf5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:34.721922+00:00", + "ended_at": "2026-05-19T16:26:39.037419+00:00", + "elapsed_ms": 4315.44, + "returncode": 1, + "prompt_metrics": { + "chars": 27624, + "bytes_utf8": 27624, + "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_f86216c879ae5f81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d77692b9e52a15a79e4c67fe0a108be8aedcd54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/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=iTmpabsnt.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iTmpabsnt", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_f86216c879ae5f81/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d77692b9e52a15a79e4c67fe0a108be8aedcd54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/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=iTmpabsnt.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "iTmpabsnt", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_f86216c879ae5f81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..16bd23da463ef0f38a86af9082bd1ee649056a80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-6ee1-77b2-9ceb-b68d17b42b6d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f86216c879ae5f81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..468ae72cbac760e0aaa4159516cd760d86314618 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-6ee1-77b2-9ceb-b68d17b42b6d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f86216c879ae5f81/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6d41f936cd6d0e45e9f2a06578db152326b9108 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-7eb4-7ab0-b3af-49c1c5a253bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f86216c879ae5f81/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbd3f4a48032ee42fa828fd68b237b0836e5bac5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-7eb4-7ab0-b3af-49c1c5a253bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f86216c879ae5f81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/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_f86216c879ae5f81/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f86216c879ae5f81/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_f9442273f219ce86/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..706d59b4f515a3c717af135526eb0a50c665dcfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:46.949102+00:00", + "ended_at": "2026-05-19T16:13:50.758860+00:00", + "elapsed_ms": 3809.71, + "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_f9442273f219ce86/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd70dbf950814f1436e14465f6c58a02b6b0236b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:51.761700+00:00", + "ended_at": "2026-05-19T16:13:56.142252+00:00", + "elapsed_ms": 4380.52, + "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_f9442273f219ce86/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0cdb3c4c7061361aeaffcd0cab5edde0fc8e9cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/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=iLang1.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "iLang1", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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 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_f9442273f219ce86/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0cdb3c4c7061361aeaffcd0cab5edde0fc8e9cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/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=iLang1.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "iLang1", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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 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_f9442273f219ce86/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..433e26a2b0289622748c3c58fb3e2c9938b6d028 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-c756-7b52-87fa-e1959c449da1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f9442273f219ce86/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eae28401acc970e006687faf28c14b503beb3c70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-c756-7b52-87fa-e1959c449da1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f9442273f219ce86/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05c10efc86cfcdabeb394355b26f9108be762627 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-da0a-7592-afd2-ac7b1df509c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f9442273f219ce86/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a600e358f85805eef6d77844775b3457817ef8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-da0a-7592-afd2-ac7b1df509c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f9442273f219ce86/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/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_f9442273f219ce86/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_f9442273f219ce86/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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15aa3e9671c2ca574131ae36b70569dc2d884b7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fd8baed472482d15/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:19.709072+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5509.68, "started_at": "2026-05-19T16:24:14.198126+00:00", "ended_at": "2026-05-19T16:24:19.707861+00:00", "prompt_metrics": {"chars": 27568, "bytes_utf8": 27568, "lines": 922, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-59e9-79f3-be83-e5baa92653c6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:24.147597+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3434.71, "started_at": "2026-05-19T16:24:20.711513+00:00", "ended_at": "2026-05-19T16:24:24.146275+00:00", "prompt_metrics": {"chars": 27568, "bytes_utf8": 27568, "lines": 922, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-7352-7981-ad94-5340fa7e54fc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a2be78e63ff77266cf1ac4b8b053ebd742edc40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:19.123696+00:00", + "ended_at": "2026-05-19T16:27:22.393580+00:00", + "elapsed_ms": 3269.82, + "returncode": 1, + "prompt_metrics": { + "chars": 27715, + "bytes_utf8": 27715, + "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_fecc2e38736505b6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..129df398d1d9b5e6091c5c5bb351096b7120fcc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:23.397277+00:00", + "ended_at": "2026-05-19T16:27:26.990711+00:00", + "elapsed_ms": 3593.37, + "returncode": 1, + "prompt_metrics": { + "chars": 27715, + "bytes_utf8": 27715, + "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_fecc2e38736505b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..143aa892c34609b53dfb4ea935b538697fd0da92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/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=iYearsch, measure_col=dRpincome.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iYearsch", + "measure_col": "dRpincome", + "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": 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_fecc2e38736505b6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..143aa892c34609b53dfb4ea935b538697fd0da92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/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=iYearsch, measure_col=dRpincome.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "iYearsch", + "measure_col": "dRpincome", + "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": 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_fecc2e38736505b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d83ef660d89ce2d8c635a6fe86520543278cf4fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-2c5a-7c33-a510-ad6cd76740eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_fecc2e38736505b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..230a4ad3db0f246b91a86d37b53187691cf72c0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-2c5a-7c33-a510-ad6cd76740eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_fecc2e38736505b6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a0d6de8b573247e6ba27c460922eecb9a72d246 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-3cfe-76d1-b399-452723a54fa4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_fecc2e38736505b6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3ef1fb3f86b51d4244c67cb944eb21802d3f391 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-3cfe-76d1-b399-452723a54fa4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_fecc2e38736505b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/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_fecc2e38736505b6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_fecc2e38736505b6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391